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Free Download Udemy - Snowflake Master Class for Data Engineers-AWS-Zero to Expert
Published 4/2025
Created by Sujith Nair
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 250 Lectures ( 17h 46m ) | Size: 7 GB

18 hours of action packed Snowflake Data Engineering content including Hybrid tables, Iceberg tables and Dynamic Tables.
What you'll learn
Learn how to load Data into Snowflake
Learn how to Mask Data in Snowflake
Learn how to Time Travel in Snowflake
Learn how to Clone Data in Snowflake
Learn Hybrid Tables, Dynamic Tables, Event Tables and Iceberg Tables
Requirements
Basic SQL
Basic AWS (s3)
Description
Elevate your data engineering and cloud analytics skills with this comprehensive Snowflake Master Class, specifically tailored for professionals leveraging Amazon Web Services (AWS). This intensive course delves deep into the intricacies of the Snowflake Data Cloud, equipping you with the practical knowledge and hands-on experience to design, build, optimize, and manage robust data solutions on AWS.Starting with a foundational understanding of Snowflake's unique architecture and its seamless integration with the AWS ecosystem, you will progress through critical data engineering workflows. Learn to efficiently ingest diverse data sources, including structured and semi-structured formats, utilizing powerful tools like Snowpipe for continuous data loading. Master automation techniques with Snowflake Tasks and track data changes effectively with Streams.Explore Snowflake's innovative features for data management and resilience, including Time Travel and Fail-Safe, and gain a thorough understanding of various Snowflake table types and their optimal use cases. Discover the power of Zero-Copy Cloning for agile development and testing.Crucially, you will learn how to secure your Snowflake environment with granular Roles and Access Controls and implement Dynamic Data Masking for sensitive information. Understand the principles and practicalities of secure Data Sharing both within and outside your organization.The course further explores advanced topics such as optimizing query performance and managing costs effectively using Materialized Views and various tuning strategies. You will also learn techniques for Data Sampling and how to integrate with external data sources via External Tables. Finally, we will explore the exciting new capabilities of Dynamic Tables, Event Tables, Hybrid Tables, and Iceberg Tables, preparing you for the future of data management in Snowflake.This Master Class culminates with a dedicated module focused on preparing you for Snowflake Data Engineer interviews, covering key concepts and practical scenarios. By the end of this course, you will possess the expertise to architect and implement sophisticated, scalable, and cost-efficient data solutions using Snowflake on AWS.Course Topics:Introduction to Snowflake: Overview of the Snowflake Data Cloud, its value proposition, and integration with AWS services.Getting Started with Snowflake on AWS: Account setup, connecting via Snowsight and other clients, navigating the Snowflake interface.Snowflake Architecture: Understanding Snowflake's unique multi-cluster shared data architecture, virtual warehouses, and cloud services layer.Storage Integration with AWS S3: Configuring and managing external stages for seamless data access and loading from AWS S3.Loading Data to Snowflake: Best practices and techniques for bulk loading structured data using COPY INTO statements.Loading Semi-Structured Data to Snowflake: Efficiently loading and querying JSON, Avro, Parquet, and other semi-structured data formats.Snowpipe: Implementing continuous data ingestion pipelines for real-time and near real-time data loading.Tasks: Automating data processing workflows, scheduling SQL statements, and managing dependencies.Streams: Tracking data changes in tables for efficient ETL/ELT processes and incremental updates.Time Travel & Fail-Safe: Understanding and utilizing Snowflake's data recovery and historical data access features.Snowflake Table Types: Deep dive into Permanent, Transient, and Temporary tables and their use cases.Zero Copy Cloning: Leveraging instant, zero-cost cloning for development, testing, and disaster recovery.Roles and Access Controls: Implementing robust security models using Snowflake's role-based access control (RBAC) framework.Dynamic Data Masking: Protecting sensitive data with dynamic masking policies based on user roles.Data Sharing: Securely sharing data with internal and external stakeholders without copying or moving data.Materialized Views: Optimizing query performance by creating and managing materialized views.Performance Tuning and Cost Optimization: Strategies for analyzing query performance, optimizing SQL, and managing warehouse costs.Data Sampling: Techniques for extracting representative subsets of data for analysis and testing.External Tables: Querying data directly from external storage locations like AWS S3 without loading.Dynamic Tables: Understanding and implementing declarative data transformation pipelines with automatic refresh.Event Tables: Capturing and analyzing event data within Snowflake.Hybrid Tables: Exploring the capabilities and use cases of Snowflake's Hybrid Tables.Iceberg Tables: Working with Iceberg tables in Snowflake for enhanced data lake functionality.Snowflake Data Engineer Interview : Snowflake interview for those who are trying to get a Snowflake job and want to know what a Snowflake interview sounds like.
Who this course is for
Entry Level Developers or Fresher who has basic knowledge of SQL and AWS s3
Experience Cloud Data Developer with experience on non-Snowflake Databases like Redshift or Azure Synapsis
Experienced Snowflake Developer who is looking to expand Snowflake Knowledge
Recently added to a project that has Snowflake and you want to learn it to get ready to be able to work there
Experienced on-prem data engineer who is looking to transition to the cloud
Homepage

https://www.udemy.com/course/snowflake-master-class-for-data-engineers-aws-zero-to-expert/

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Free Download Udemy - Sports Broadcasting Fundamental
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 23m | Size: 1.8 GB
Strategies for producing higher quality sports broadcast, Artificial intelligence in sports broadcasting, etc.

What you'll learn
Strategies for producing higher quality sports broadcast
Sports broadcast solutions, tools and equipment
Artificial intelligence in sport broadcasting
Key elements in sports reporting
How can you create a successful sports broadcasting strategy
Sports broadcasting techniques
Planning for sports broad casting
Requirements
Desire to understand more about sports broacasting
No special requirement
Description
Sports broadcasting involves the creation and distribution of sports content through various media, including television, radio, and online platforms, encompassing live coverage analysis, and related programming. A sports broadcasting team might cover a football game, including live commentary replays, and interview with players and coaches, then follow up with a post-game analysis show. Sports broadcasting is a competitive and dynamic field that requires careful planning and execution. Whether you are a sports manager a media producer or a sports talent you need to have a clear and effective strategy to reach and engage your audience, showcase your brand, and deliver value. The first step in creating a successful sports broadcasting strategy is to know your audience, who are they? what are their preferences, needs and expectations? how do they consume sports content? what platforms and devices do the use? how do they interact with you and other sports fans. By answering these questions, you can tailor your content, format, style, and tone to suit your audience and attract their attention. The next important step is to define your goals for your sports broadcasting strategy. What are you trying to achieve, what are your key performance indicators, how will you measure your success, your goal should be specific, measurable achievable, relevant and time-bound. For example, you might want to increase your viewership, revenue, engagement, loyalty, or awareness.
Who this course is for
sports broadcasters, sports reporters, players, spectators, managers, coaches, consultants, referees, sports associations, governments, directors, marketers, sponsors, general public etc
Homepage

https://www.udemy.com/course/sports-broadcasting-fundamental/

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Free Download Udemy - Stop Wasting Money! Master Facebook Marketing 2025
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 50m | Size: 4 GB
Unlock the Secrets to High-Converting Ads and Boost Your ROI

What you'll learn
Understand how Facebook's algorithm works in 2025 and how to leverage it for your business success
Learn the biggest mistakes draining your ad budget and how to avoid them for better ROI
Discover proven strategies to increase engagement and conversions on your Facebook ads
Master Facebook Ads & Retargeting like a pro to maximize your ad performance
Uncover the secret to creating high-performing ad creatives that drive results
Learn how to grow and manage Facebook groups effectively to boost engagement and build a loyal community for your brand
Requirements
To enroll, you should have basic digital marketing knowledge, familiarity with Facebook, and a desire to enhance your Facebook Ads skills. Internet access required
Description
In this course, "Stop Wasting Money! Master Facebook Marketing 2025," you will learn how to harness the full potential of Facebook marketing to maximize your return on investment (ROI). Whether you're a beginner or looking to refine your skills, this course provides valuable insights into Facebook's evolving algorithm, and how you can use it to your advantage in 2025.We'll cover the most common mistakes that drain ad budgets and teach you proven strategies to increase engagement and conversions effectively. You'll dive deep into Facebook Ads, learning how to create high-performing ad creatives that grab attention and convert. By mastering ad targeting and retargeting strategies, you will be able to re-engage potential customers and boost your ad performance.This course also includes a comprehensive guide to Facebook groups, a powerful tool for building communities, enhancing customer loyalty, and driving organic reach. We'll explore analytics and performance tracking, enabling you to measure success and refine your campaigns continuously.At the end of this course, you'll be equipped with the skills to create data-driven strategies, craft engaging content, and execute Facebook marketing campaigns like a pro, ultimately driving more sales, enhancing brand awareness, and saving money on ineffective ads. Join us to stop wasting money and start mastering Facebook marketing today!
Who this course is for
This course is for digital marketers, business owners, and entrepreneurs looking to improve their Facebook marketing skills, boost ad performance, and increase engagement and conversions
Homepage

https://www.udemy.com/course/stop-wasting-money-master-facebook-marketing-2025/

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Free Download Udemy - The Complete Guide To Ev & Battery Thermal Management
Published 4/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.71 GB | Duration: 4h 53m
Master thermal systems, cooling strategies, and real-world EV architecture from the ground up

What you'll learn
Understand the fundamentals of heat, temperature, and modes of heat transfer in the context of electric vehicles (EVs) and battery systems.
Get introduced to lithium-ion battery chemistry and the thermal characteristics of different cell types (cylindrical, prismatic, pouch).
Learn about thermal runaway-how it happens, why it's dangerous, and how to prevent it.
Analyze how thermal management impacts battery performance, degradation, charging efficiency, and safety, including thermal runaway prevention.
Compare different cooling strategies: air cooling, liquid cooling, immersion cooling, and phase-change materials.
Explore the architecture of EV thermal management systems, including cooling loops, power electronics, cabin HVAC, and refrigeration subsystems.
Understand the role of each EV subsystem-battery, power electronics, motor, and cabin-and how they generate and manage heat.
Design basic thermal management systems by calculating thermal loads and understanding component sizing for cooling and heating applications.
Dive into real-world examples like the Tesla Model 3 and Ford Mach-E to see how industry leaders design thermal systems.
Explore thermal management in energy storage systems (ESS), electric boats, and consumer electronics.
Discover emerging technologies like heat pumps, 3D vapor chambers, solid-state batteries, and AI-based cooling strategies.
Requirements
Curiosity and interest in electric vehicles, batteries, or energy systems is all you need to get started.
No prior experience in electric vehicles or thermal systems is required-this course starts from the fundamentals.
Description
The Complete Guide to EV & Battery Thermal ManagementWelcome to the ultimate course for mastering thermal management in electric vehicles (EVs), batteries, and energy storage systems.Whether you're an engineering student, a working professional, or an EV enthusiast, this course will give you a deep, industry-relevant understanding of how electric vehicles handle heat.From the basics of heat transfer and lithium-ion battery chemistry to advanced cooling strategies and real-world case studies like Tesla and Ford Mach-E, this course covers it all-with clarity, depth, and a focus on practical application.What You'll LearnThe fundamentals of heat, temperature, energy transfer, and battery chemistryWhy thermal management is critical for EV performance, safety, and longevityCooling strategies: air, liquid, immersion, and phase-change systemsDetailed EV subsystem architecture: battery, power electronics, HVAC, coolant, and refrigerant loopsReal-world thermal systems in Tesla, Mach-E, energy storage systems, and electric boatsHow to calculate thermal loads and size components like compressors, chillers, and pumpsSystem integration and control strategies across varying climatesFuture technologies: heat pumps, solid-state batteries, and AI-driven cooling systemsHow modeling and simulation are used in the EV industry to optimize thermal design Who Is This Course For?Engineering students looking to build a career in the EV industryMechanical, electrical, and automotive engineers transitioning to battery or thermal systems rolesEV enthusiasts and professionals who want to understand the systems behind battery coolingAnyone curious about how modern electric vehicles manage heat across their componentsWhy Take This Course?EVs are the future-but they run hot. Battery packs, power electronics, and fast charging generate serious heat. Managing that heat is what makes an EV reliable, safe, and efficient.This course is designed to give you the real-world knowledge and skills needed to understand and work with EV thermal systems. Whether you're preparing for your first EV job or upskilling in your current role, you'll walk away with practical insights you can use right away.Ready to future-proof your career?Enroll now and gain a solid foundation in one of the most in-demand and overlooked areas of EV technology-thermal management. Let's dive in!
Mechanical, electrical, mechatronics, software or automotive engineering students who want to break into the electric vehicle (EV) industry.,Working engineers looking to transition into EV industry, battery technology, or system architecture roles.,EV enthusiasts, researchers, and curious minds who want to understand how electric vehicle architecture and thermal systems work behind the scenes.,Anyone interested in how EVs manage heat across batteries, power electronics, HVAC, and other subsystems-no prior EV experience required.


Homepage

https://www.udemy.com/course/the-complete-guide-to-ev-battery-thermal-management/

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Free Download Udemy - The Complete ISO 13485 QA Course for Medical Devices
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 8h 12m | Size: 3.03 GB
Master ISO 13485 quality assurance standards for medical devices: system design, documentation, audits, and compliance

What you'll learn
Understand the full structure, purpose, and scope of ISO 13485
Apply the key clauses including Quality Management, Resource Management, Product Realization, and Measurement & Improvement
Build and manage compliant documentation including quality policies, objectives, manuals, SOPs, and records
Conduct internal audits and management reviews that prepare your company for ISO certification
Align your quality system with ISO 13485, ensuring safety, traceability, and regulatory readiness
Create an audit-ready culture of quality, accountability, and continuous improvement
Requirements
No prior experience with ISO 13485 or quality management systems is required
No special tools or software are needed-just a computer or mobile device
Ideal for both complete beginners and professionals looking to refresh their knowledge
Curiosity, commitment, and a desire to implement or understand ISO 13485 effectively
Description
In today's fast-evolving medical device industry, maintaining safety, compliance, and product consistency isn't just good practice-it's a legal and ethical necessity. ISO 13485 is the globally recognized quality management standard specifically designed for medical devices, and mastering it is a key step toward regulatory compliance, market approval, and quality excellence.This course is your all-in-one guide to understanding, implementing, and auditing ISO 13485. Whether you're new to quality management or an experienced professional seeking certification, this course will help you develop the skills, confidence, and practical knowledge to align your organization with ISO 13485 requirements.With real-world examples, downloadable templates, and easy-to-follow lessons, you'll walk away ready to build, improve, and audit a fully compliant quality system.What You'll LearnThe structure and purpose of ISO 13485 and its relevance to medical device quality assuranceHow to interpret and apply the standard's key clauses: Quality Management System, Management Responsibility, Resource Management, Product Realization, and Measurement & ImprovementHow to build ISO 13485-compliant documentation: quality policies, manuals, objectives, SOPs, work instructions, and recordsBest practices for implementing quality controls throughout the device lifecycle-from design and development to deliveryHow to prepare for and conduct internal quality audits and management reviewsHow to meet global regulatory requirements and foster a culture of quality and accountabilityWho This Course is ForThis course is ideal for:Quality Assurance & Regulatory Affairs professionals working in MedTechMedical device engineers, designers, and developersCompliance officers, auditors, and consultantsHealthcare entrepreneurs and startup founders aiming for ISO 13485 certificationStudents and career changers entering the medical or quality sectorAnyone responsible for creating or maintaining a quality system in a medical device companyWhether you're building a QMS from scratch or improving an existing system, this course gives you the tools to succeed.Why Enroll Now?With increasing global demand for safe and effective medical devices, companies are under more pressure than ever to meet quality and regulatory expectations. ISO 13485 isn't just a standard-it's your competitive edge.By the end of this course, you'll be able to contribute to or lead ISO 13485 quality systems in your organization, positioning yourself as a valuable expert in a high-demand field.
Who this course is for
Quality Assurance & Regulatory Affairs Professionals
Medical Device Engineers, Designers & Managers
Compliance Officers and Risk Managers
MedTech Startups aiming for ISO 13485 Certification
Students or career changers entering the medical industry
Consultants working with healthcare or medical device clients
Homepage

https://www.udemy.com/course/the-complete-iso-13485-qa-course-for-medical-devices-a/

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Free Download Udemy - The Procreate Pointillism Masterclass
Published 4/2025
Created by Simon Foster
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 25 Lectures ( 4h 25m ) | Size: 4.86 GB

Create Beautiful Pointillistic Digital Art Using the Power of Procreate
What you'll learn
How to create beautiful pointillistic drawings inside Procreate
How to use brand new techniques for beautiful and flexible effects
The best way to use the brand new pointillism brushes
How to use clipping layers, layer masks and selections
Requirements
A working version of Procreate, ideally on an iPad
An Apple pencil would be really useful
A very basic knowledge of Procreate would be useful, but not essential - I provide a quick tutorial
Description
This is a course all about creating beautiful pointillistic drawings in Procreate. Pointillism noted for its beautiful soft shading and gentle, almost smoky transitions from dark to light.It's also noted for taking absolutely forever to create. One dot at a time. Weeks and weeks of work - I've done it the traditional way and believe me; I admire the patience of those great (& dotty!) artists who get their work finished. Nowadays I just don't think I have the patience for it. So I decided to do something about it that no one has done before. I've created a digital pointillism workflow that reduces days into hours.I'll teach you how to do it digitally, inside Procreate . I've created a brush set that takes the wrist strain out of pointillism. I've also developed multiple new digital techniques especially for this course, so that you can master this delightful art form.I'll take you right from initial brush strokes using the different brushes you get with the course. Then I take you through two follow along tutorials which give you increasingly advanced techniques. Some of these techniques and resources you won't have seen before. That's because I've used my 35+ years experience as a professional designer/illustrator to create brand new directions using the tools Procreate gives us.On this course you will:Learn to create natural looking pointillistic drawings using ProcreateDiscover the best ways to use the brand new brushes created for this courseLearn new techniques developed especially for this courseLearn how to control digital dotty brushes but also how to use them expressivelyGet experience with Layer Masks, Clipping Masks & SelectionsIf you can scribble with an Apple pencil on an iPad, you can do this. But even though I have plenty of tuition for you to work with the end result is determined by the choices you make along the way, so there's plenty of room for you to create beautiful artwork your way.By the end of the course you will have mastered various effective pointillism techniques. Once you realise how easy it can be, you will gain the confidence to tackle your own dotty projects, and one day soon you may well be looking at one of your own creations and thinking 'That looks fantastic! I did that...'So who's teaching you? I've been a designer/illustrator for over 35 years. I've spent thousands of hours working in various design studios, worked with hundreds of clients and used many, many digital art programs. I've produced art and design for a who's who of top businesses. You may also have seen my artwork on games that have been number 1 all over the world.I'm also the author of Procreate: Solid Foundations which occupies the number 1 slot out of all the Procreate courses on Udemy. Now I'll teach you to master pointillism using Procreate.Enrol now. Don't forget you have the 30 day money back guarantee so you have nothing to lose and so much to gain. Learn pointillism using Procreate from someone who knows knows how to teach. Feel free to check out the ratings and reviews of my other courses. I've brought the past 8 years of making these courses to this one, and I feel that this course is my best yet. So get ready to be an artist. Get ready to make your work shine!I'll see you on the course,Simon
Who this course is for
People who want to learn brand new techniques to create pointillistic drawings in Procreate
Homepage

https://www.udemy.com/course/the-procreate-pointillism-masterclass/

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Free Download Udemy - Time-Series Analysis & Regression Forecasting with Python
Published 4/2025
Created by eTech School
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 71 Lectures ( 5h 45m ) | Size: 2 GB

Transform raw data into powerful forecasts with Python-learn time-series modeling, regression, real-world forecasting.
What you'll learn
Time-series concepts, notations, and use cases. Data loading, preprocessing, and feature engineering using Python.
Visualizing time-series data for insights. Forecasting using AR, MA, ARIMA, and SARIMA models.
Handling seasonality and trend components in data. Performing train-test splits and model validation correctly.
Applying linear regression (simple and multiple) for forecasting. Interpreting regression outputs and evaluating model accuracy.
Requirements
Basic knowledge of Python (variables, loops, basic functions).
Familiarity with basic statistics (mean, median, correlation).
Some exposure to pandas, matplotlib, or NumPy is helpful but not mandatory.
No prior experience with time-series or regression needed.
Description
Course Introduction:Forecasting is at the heart of modern data science, powering decision-making across finance, retail, healthcare, and beyond. This comprehensive course is your step-by-step guide to mastering time-series analysis and regression-based forecasting using Python. Whether you're a budding data scientist or an analyst aiming to add predictive analytics to your skillset, this course covers everything from basic notations to advanced models like ARIMA and SARIMA. You'll also learn how to prepare data for machine learning, visualize trends, and validate models like a pro.Through hands-on coding in Python, real-world use cases, and expert-led instruction, you'll gain the confidence to build and deploy forecasting models that actually drive impact.Section 1: Foundations of Time-Series Analysis in PythonStart your journey by understanding the fundamentals of time-series data-what makes it unique and why it matters in data science. You'll set up your environment with Anaconda and Jupyter, then dive into data loading, preprocessing, and feature engineering. You'll also learn how to visualize time-dependent patterns, apply transformations, and use basic statistical techniques like moving averages and exponential smoothing. By the end of this section, you'll be well-prepared for building time-aware models.Section 2: Time-Series Forecasting ModelsIn this section, you'll move from theory to practice with key time-series forecasting models. Starting with naive models, you'll progress to Auto-Regression (AR), Moving Average (MA), and ARIMA. Learn how to split time-series data properly, validate predictions using walk-forward validation, and interpret autocorrelation using ACF and PACF plots. You'll wrap up with SARIMA, an advanced seasonal model, and apply it all in Python through hands-on coding.Section 3: Data Preprocessing for Linear RegressionBefore building regression models, you need clean and meaningful data. This section teaches you the essential preprocessing steps required for high-quality regression modeling. You'll work through exploratory data analysis, outlier detection, missing value imputation, seasonality handling, and correlation analysis. You'll also transform variables, create dummy variables, and prepare your dataset for modeling. Each concept is reinforced with Python demos to solidify your understanding.Section 4: Building & Evaluating Regression ModelsFinally, bring your data to life by building regression models in Python. You'll understand how to apply the Ordinary Least Squares (OLS) method, interpret coefficients, and evaluate model performance using R-Squared, F-statistics, and more. You'll build both simple and multiple linear regression models, including handling categorical variables. This section ensures you're confident not only in model creation but also in explaining the results effectively.Course Conclusion:Congratulations! You've now developed the core skills required to perform both time-series forecasting and regression modeling using Python. From building clean datasets to visualizing trends and predicting future values, you're ready to tackle real-world forecasting challenges in any domain. Your ability to transform data into insight will set you apart as a capable and confident data professional.
Who this course is for
Aspiring data scientists and analysts looking to master forecasting.
Business intelligence professionals wanting to enhance reporting with prediction.
Students in data science or machine learning programs.
Python developers eager to apply coding skills to statistical forecasting.
Anyone curious about time-series analysis, regression, or predictive modeling.
Homepage

https://www.udemy.com/course/time-series-analysis-regression-forecasting-with-python/

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Free Download Udemy - Turn Python into Profit Algorithmic Trading & Automation
Published 4/2025
Created by Aman Awan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 28 Lectures ( 3h 22m ) | Size: 1.7 GB

Learn Python for Trading, Build Automated Strategies, and Start Earning with Hands-On Projects
What you'll learn
Master Python fundamentals - Learn core programming concepts, including data types, loops, and conditional statements, with a focus on finance applications.
Work with real financial data - Fetch market data using Yahoo Finance, analyze datasets, and perform time-series evaluations in Jupyter Notebook.
Build and backtest trading algorithms - Design, code, and test trading strategies with risk management and trade execution modules.
Automate data collection and processing - Use Exchange APIs, CCXT library, and debugging techniques to fetch and clean financial data.
Complete a real-world project - Research, develop, and backtest a real estate trading algorithm from start to finish.
Requirements
No prior programming experience required! This course starts with Python fundamentals, making it beginner-friendly.
Basic understanding of finance is helpful but not necessary. We'll cover financial concepts as we apply them to coding.
A computer with an internet connection - You'll need Python installed (we'll guide you through the setup).
Jupyter Notebook recommended - We'll use it for data analysis and coding exercises.
Description
Are you ready to turn Python into profit and unlock the potential of algorithmic trading? Whether you're a trader, finance professional, or programmer, this hands-on masterclass will teach you how to use Python to build automated trading systems, analyze financial data, and create income streams.In this comprehensive course, you'll learn everything from Python fundamentals to advanced algorithmic trading strategies. By the end, you'll be able to design, backtest, and automate trading algorithms while leveraging real-world financial data to make informed decisions.What You'll Learn:Section 1: Python Fundamentals for FinanceMaster the basics of Python programming, including data types, loops, and conditional statements.Explore intermediate Python concepts to prepare for financial applications.Section 2: Working with Financial DataLearn how to fetch and analyze financial data from sources like Yahoo Finance.Use Pandas and Jupyter Notebooks for data frame analysis and time series evaluation.Understand how to interpret results and make data-driven decisions.Section 3: Coding and Backtesting Trading AlgorithmsDesign a trading algorithm from scratch, including data management, risk management, and trade execution modules.Learn how to backtest your strategies to ensure they're profitable and reliable.Explore portfolio management techniques to optimize returns.Section 4: Automated Data Collection, Cleaning, and StorageWork with exchange APIs and libraries like CCXT to collect live market data.Automate data cleaning and storage processes for efficient analysis.Debug and modify code to handle real-world trading scenarios.Section 5: Project: Research and Backtest a Realistic AlgorithmApply everything you've learned to develop, research, and backtest a real-world trading algorithm.Gain hands-on experience with a capstone project that simulates real trading environments.Why Enroll in This Course?No Prior Experience Needed: This course starts with the basics and gradually progresses to advanced topics, making it perfect for beginners and intermediate learners.Hands-On Projects: Learn by doing with real-world projects that simulate actual trading scenarios.Income-Focused Skills: Gain the skills to automate trading strategies and create potential income streams.Expert Guidance: Learn from an instructor with real-world experience in Python, finance, and algorithmic trading.Lifetime Access: Get lifetime access to course materials, including videos, code templates, and downloadable resources.Who Is This Course For?Aspiring Traders who want to use Python to build and automate trading strategies.Finance Professionals looking to enhance their data analysis and automation skills.Programmers interested in applying Python to financial markets and algorithmic trading.Anyone who wants to earn income by leveraging Python and algorithmic trading.Tools and Technologies CoveredythonPandas, NumPy, and MatplotlibJupyter NotebooksYahoo Finance APICCXT LibraryExchange APIs (e.g., Binance, Coinbase)Start Your Journey to Financial Success Today!Don't just learn Python-use it to automate income streams, analyze markets, and build profitable trading algorithms. Enroll now and take the first step toward mastering Python for finance and algorithmic trading.
Who this course is for
Finance professionals & analysts - Looking to enhance their data analysis and trading strategy skills using Python.
Aspiring algorithmic traders - Wanting to learn how to code, backtest, and automate trading strategies.
Investors & traders - Seeking to leverage financial data and automation for better decision-making.
Python beginners & programmers - Interested in applying coding skills to financial markets.
Python beginners & programmers - Interested in applying coding skills to financial markets.
Homepage

https://www.udemy.com/course/python-profit/

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Free Download Udemy - Ultimate Javascript Course For Beginners
Published 4/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.43 GB | Duration: 3h 30m
Learn JavaScript from scratch to advanced with hands-on projects, clear lessons, and real-world applications

What you'll learn
JavaScript fundamentals and syntax.
DOM manipulation and events.
Build basic interactive web pages.
How to use variables, functions, and loops.
Requirements
No prior cloud experience required; beginners welcome.
Access to a computer and stable internet connection
Basic computer literacy and internet navigation skills.
Description
Welcome to "Ultimate Javascript Course for Beginners ", the ultimate online course designed by DIMA, your trusted online educational platform. This comprehensive course takes you on a full journey through the world of JavaScript - from the absolute basics to advanced, real-world applications - making it ideal for complete beginners as well as developers looking to level up their skills.JavaScript is one of the most essential languages in modern web development, powering everything from interactive websites to full-stack applications. In this course, you'll start with the fundamentals: variables, data types, functions, loops, and control structures. As you progress, you'll dive deeper into more complex topics like DOM manipulation, ES6+ features, asynchronous programming, APIs, and working with frameworks.At DIMA, we believe learning should be practical, engaging, and project-based. That's why this course includes hands-on exercises, quizzes, and real-world projects to reinforce your knowledge and help you build a portfolio. By the end of the course, you'll have the skills and confidence to create fully functional web apps, understand JavaScript's core concepts, and even prepare for job interviews in tech.Whether you're a student, a career switcher, or a self-taught coder, this course is your gateway to becoming a JavaScript pro - with DIMA by your side every step of the way.
Beginners with no coding experience.,Aspiring front-end developers.,Students learning web development.,Anyone curious about JavaScript basics.


Homepage

https://www.udemy.com/course/ultimate-javascript-course-for-beginners/

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Free Download Udemy - Unlock Risk Measurement & Risk Assessment for Effective Work
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 16m | Size: 1.72 GB
Risk Measurement for Modern Enterprises: Strategy, Compliance, Performance, Useful Guide for Successful Implementation.

What you'll learn
Understand risk in both financial and non-financial settings, including strategic, operational, market, credit, liquidity, and compliance risks.
Discover how quantifying risk supports better decisions, regulatory compliance, and stronger organizational resilience.
Build a strong foundation with key terms like volatility, exposure, probability distribution, loss, and confidence intervals.
Learn how statistical measures such as mean, variance, standard deviation, and correlation help in modeling and aggregating risk.
Explore the Value at Risk (VaR), Conditional VaR, stress testing, and scenario analysis-focusing on theory and application without complex calculations.
Examine how different industries-including banking, insurance, and manufacturing-apply risk measurement frameworks and adapt to regulatory demands.
Understand the role of frameworks like Basel III and ISO 31000 in shaping how risk is measured and managed at the organizational level.
Dive into modern challenges like systemic risk, behavioral biases in risk perception, climate-related financial risks, & evolving landscape of cyber risk.
Requirements
Willingness or Interest to learn about Risk Measurement for Success.
Description
Unofficial Course ||Risk measurement is the process of identifying, quantifying, and assessing the potential impact of uncertain events or conditions that could negatively affect an individual, organization, or system. It provides a structured way to evaluate the likelihood and severity of adverse outcomes, helping stakeholders make informed decisions, allocate resources efficiently, and comply with regulatory requirements.This comprehensive course offers a deep dive into the principles, methodologies, and evolving practices of risk measurement across financial and non-financial contexts. Designed for students, professionals, and decision-makers seeking a solid foundation in risk analysis, the course begins with a broad exploration of risk-covering strategic, operational, financial, and compliance risks-and highlights why understanding risk is essential for effective management in any industry.As the course progresses, learners will uncover how accurate risk measurement supports better decision-making, improves risk control mechanisms, and ensures regulatory compliance. Foundational concepts such as volatility, probability distributions, exposure, and confidence intervals are introduced to build a strong vocabulary and analytical mindset for evaluating risk.Participants will gain a thorough understanding of major risk types, including market risk, credit risk, operational risk, and liquidity risk. Each topic emphasizes not just definitions, but also the real-world challenges in measuring and managing these risks. The course delves into the statistical tools that underpin risk modeling, from basic probability theory to key statistical measures like mean, variance, and standard deviation, and examines how risks interact and aggregate through concepts like correlation and diversification.Building on this foundation, the course explores widely used risk measurement models, including Value at Risk (VaR), Conditional VaR, stress testing, and risk-adjusted return metrics such as RAROC and the Sharpe Ratio. Learners will also explore how these tools are used differently across sectors, with in-depth discussions on banking, insurance, and industrial corporations, linking theory to sector-specific practices and regulatory demands.An important component of the course is its focus on regulatory and governance frameworks such as Basel III and ISO 31000, providing a clear view of how standards shape the way organizations assess and manage risk. Concepts such as risk appetite, tolerance, and limit-setting are discussed as critical components of enterprise risk policies.The course concludes with a forward-looking perspective on emerging areas of risk measurement. Topics include systemic risk and macroprudential oversight, behavioral influences on risk perception, and the rising importance of quantifying climate-related and cyber risks.Key aspects of risk measurement include:Identifying exposure: Understanding what is at risk (e.g., assets, operations, reputation).Estimating probability: Gauging how likely an adverse event is to occur.Measuring potential loss: Quantifying the financial or strategic consequences if the risk materializes.Using metrics and models: Applying tools like standard deviation, Value at Risk (VaR), expected shortfall, and scenario analysis to quantify risk. Throughout the course, equipping learners with a holistic and adaptable approach to understanding and applying risk measurement in today's complex and dynamic world.Thank you
Who this course is for
Students pursuing studies in finance, economics, business, data science, or related fields who want to strengthen their foundation in risk concepts and methodologies.
Early-career professionals in banking, insurance, consulting, or corporate risk roles seeking to enhance their practical knowledge of risk measurement frameworks.
Managers and decision-makers who need to understand risk from a strategic or operational perspective to support smarter, risk-aware decisions.
Compliance and audit professionals looking to grasp how risk is quantified for regulatory reporting and enterprise risk management.
Anyone interested in how organizations assess uncertainty-whether you're aiming to break into the finance industry or just want to better understand how risk is measured across sectors.
No advanced math or finance background is required-this course focuses on concepts, real-world relevance, and clear explanations to make complex ideas accessible.
Homepage

https://www.udemy.com/course/unlock-risk-measurement-risk-assessment-for-effective-work/

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Free Download Udemy - Unlock Your Sales Potential - Becoming a Pro
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 9m | Size: 1.17 GB
This course empowers you with the self-awareness, skills, and strategies necessary to understand you and your clients

What you'll learn
You will learn the historical evolution of psychology in sales and its current relevance.
You will discovery the key strategies for effectively aligning your offerings with buyer motivations
You will learn proven techniques for employing empathy and intuition to connect with prospects.
This course will guide in utilizing advanced negotiation tactics utilizing psychology and reverse psychology
Requirements
There are no prerequisites for this course
Description
Dive into the fascinating world of sales where human psychology reigns supreme! For centuries, savvy salespeople have harnessed the intricacies of the human mind to master the art of persuasion. From the infamous "snake oil" salesmen of yesteryears to today's ethical advisors, understanding how our brains respond to offers is key to success in sales.In this groundbreaking course, you'll discover how to elevate your selling techniques without any deception. By aligning your products, services, or ideas with the genuine wants, needs, and desires of your prospects, you can create an authentic connection that leads to successful transactions.But what sets the top salespeople apart? It's their remarkable ability to tap into intuition and empathy, making them not just sales experts, but relational communicators. They embrace diverse perspectives, passionately debate ideas, and thoughtfully observe every verbal and physical cue from potential buyers. These skills are essential for anyone relying on sales for their career.While many sales training programs focus solely on interpersonal communication, we dive deeper into the heart of human buying behavior. By exploring the why and how behind decision-making, you'll learn to communicate in a way that truly resonates with prospects.Through engaging discussions, historical insights, and practical techniques, this course will empower you to utilize psychology- including the powerful tool of reverse psychology-in your negotiations. After all, successful selling is all about closing the deal!What You'll Learn:The historical evolution of psychology in sales and its current relevance.Key strategies for effectively aligning your offerings with buyer motivations.Techniques for employing empathy and intuition to connect with prospects.Advanced negotiation tactics utilizing psychology and reverse psychology.
Who this course is for
This course is ideal for anyone in sales, aspiring sales professionals, and entrepreneurs eager to enhance their persuasive skills and boost their closing rates. Whether you're just starting out or looking to refine your approach, this course will elevate your sales game to new heights!
Homepage

https://www.udemy.com/course/unlock-your-sales-potential-becoming-a-pro/

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Free Download Udemy - WDS On Windows Server 2025 Inside Out 100% Labs
Published 4/2025
Created by Network Specialist (Professor Mo Max)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 40 Lectures ( 5h 20m ) | Size: 1.75 GB

Learn How To Manage/Configure WDS On W2025 As Working In The Field. (Build Servers and Setup WDS From Scratch).
What you'll learn
Setup WDS From Scratch.
Create and Configure a Boot and Capture Image
Configure The Boot Image to Deploy Just The OS (Client and Server) over the Network To PXE Client PCs.
Configure The Capture Image To create an Image Of Windows (Client and Server) With Custom Applications and Roles and Than Deploy The Image Over The network.
Understand The Difference between A Unicast and a Multicast Image and Deploy Both Types.
Configure a Client Server Network (AD) With The Configuration of DNS.
Install and Configure a DHCP Server To Issue IP Addresses To PXE Clients.
TCP/IP Classful And Classless Networks
Requirements
To Perform All The Labs that i am doing so You would have the actual understanding of How It Works.
A Computer With at Least 16 GB Of RAM.
Anyone that want to put at least 5 Hours of their Life to learn, enhance and sharpen there Networking Skills
Description
About This Class ( My Entire Course is 100% HANDS ON)Are You Tired of installing Windows 11 Or Servers one at time because i was before. I mastered how it should be done. You Will not just learn you will actually deploy Operating Systems to multiple machines at the same time over the network. You will also learn How to Deploy an actual custom Image that has an OS with actual applications to Multiple Machines Over The Network.Why This ClassThis 4 Hour Course Will be the same as You worked as a Network Administrator For a Company For at least 2 Years. This Class Will be The same as You were Setting Up The WDS Server In a Real Environment.What Will You Gain From This ClassThis course will teach you and enhance your skills in better understating by actually doing it as we were in the same classroom utilizing WDS On Windows Server 2025.In This Course you will not just learn you will actually do it yourself as if you were in an actual company and here are the key topics that you will gain from this class.1) Install and Configure a WDS Server.2) Create a Boot and Capture Image3) Deploy Windows 11/10 and Windows Server 2025 Over The Network Using Unicast/Multicast Method.4) Create a Custom Image with Applications and Use SYSPREP than deploy To Other Systems.5) Configure a DHCP Server6) Install and Configure AD 7) Setup DNS and the Appropriate Zone with The right Resource Records.8) Create a Raid 1 For The WDS Server.Who is This Class For 1) Network /System Administrators.2) IT Support Techs.3) Help Desk Analyst.4) Any One Who wants to get themselves in The IT Field.Facts About The CourseDo I need any Work experience?If You or Don't Work In The IT Field You Should Be Fine Taking This Course.Will I Get Support From You?Yes You will.I Already Work In The IT Field Will I Benefit From This Course?Working In The IT Field Doesn't Mean You Will Cover All Concepts Of Networking.Will I get a certificate of completion at the end?Yes You Will.
Who this course is for
To Become a Successful Network Administrator
Anyone Who Wants to Know The Proper Method Of Installing OS To Multiple PCs Over The Network.
Help Desk Techs
IT Support Specialist
To Feel Confidence About Your IT Skills.
To Enter The IT Field With Real World Experience
Homepage

https://www.udemy.com/course/wds-on-windows-server-2025-inside-out-100-labs/

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Free Download Udemy - WSUS WDS On Windows Server 2025 100% Labs Hands On
Published 4/2025
Created by Network Specialist (Professor Mo Max)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 54 Lectures ( 6h 54m ) | Size: 2.52 GB

Learn How To Manage/Configure WSUS WDS As Working In The Field. (Build Servers and Setup WSUS WDS From Scratch).
What you'll learn
Setup WDS From Scratch.
Create and Configure a Boot and Capture Image
Configure The Boot Image to Deploy Just The OS (Client and Server) over the Network To PXE Client PCs.
Configure The Capture Image To create an Image Of Windows (Client and Server) With Custom Applications and Roles and Than Deploy The Image Over The network.
Understand The Difference between A Unicast and a Multicast Image and Deploy Both Types.
Configure a Client Server Network (AD) With The Configuration of DNS.
Install and Configure a DHCP Server To Issue IP Addresses To PXE Clients.
How to Install and Configure a WSUS Server (Upstream) on a LAN and deploy updates to Windows based clients over the network.
How to install and Configure a WSUS Server (Downstream) as a Replica to an Upstream Server for Backup.
How to Change the WSUS Server from HTTP to HTTPS using a SSL Certificate By Configuring an AD Certificate Server.
How To Configure The Appropriate GPOs to Force The Clients To Get Updates and Hot Fixes and Patches From the Local WSUS Server Instead of The Internet Based.
How To Approve and Disapprove Updates Based On Computer Groups.
How to Customize and Check The Status of the WSUS Server.
How To Troubleshoot Issues In A WSUS Server.
How To Setup a Client/Server Network (Setup AD and DNS)
How To Join Client PCs and Servers to The Domain.
Requirements
To Perform All The Labs that i am doing so You would have the actual understanding of How It Works.
A Computer With at Least 16 GB Of RAM.
Anyone that want to put at least 7 Hours of their Life to learn, enhance and sharpen there Networking Skills
Description
About This Class ( My Entire Course is 100% HANDS ON)Are You Tired of installing Updates one computer at a time because i was before. I mastered how it should be done. You Will not just learn you will actually deploy Updates, Patches and hot fixes to multiple machines at the same time over the network without visiting the client PCs. You will also learn and do as you are in the field Of How to Configure a WSUS Server (Upstream) and a Replica WSUS Server (Downstream).Are You Tired of installing Windows 11/10 Or Servers one at time because i was before. I mastered how it should be done. You Will not just learn you will actually deploy Operating Systems to multiple machines at the same time over the network. You will also learn How to Deploy an actual custom Image that has an OS with actual applications to Multiple Machines Over The Network.Why This ClassThis Short Course Will be the same as You worked as a Network Administrator For a Company For at least 2 Years. This Class Will be The same as You were Setting Up The WSUS WDS Server In a Real Environment.What Will You Gain From This ClassThis course will teach you and enhance your skills in better understating by actually doing it as we were in the same classroom utilizing WSUS And WDS On Windows Server 2025.In This Course you will not just learn you will actually do it yourself as if you were in an actual company and here are the key topics that you will gain from this class.1) Install and Configure an Upstream/Downstream WSUS Server.2) Deploy Hot Fixes, Patches and Updates to Windows 11 Clients Over The Network.3) Approve/Disapprove Updates Based On Computer Groups.4) Change The WSUS Server using HTTP To HTTPS by Configuring a CA Server.5) Install and Configure a WDS Server.6) Create a Boot and Capture Image7) Deploy Windows 11/10 and Windows Server 2025 Over The Network Using Unicast/Multicast Method.8) Create a Custom Image with Applications and Use SYSPREP than deploy To Other Systems.9) Configure a DHCP Server10) Install and Configure AD 11) Setup DNS and the Appropriate Zone with The right Resource Records.12) Create a Raid 1 For The WDS Server.Who is This Class For 1) Network /System Administrators.2) IT Support Techs.3) Help Desk Analyst.4) Any One Who wants to get themselves in The IT Field.Facts About The CourseDo I need any Work experience?If You or Don't Work In The IT Field You Should Be Fine Taking This Course.Will I Get Support From You?Yes You will.I Already Work In The IT Field Will I Benefit From This Course?Working In The IT Field Doesn't Mean You Will Cover All Concepts Of Networking.Will I get a certificate of completion at the end?Yes You Will.
Who this course is for
To Become a Successful Network Administrator
Anyone Who Wants to Know The Proper Method Of Installing OS And Updates To Multiple PCs Over The Network.
Help Desk Techs
IT Support Specialist
To Feel Confidence About Your IT Skills.
To Enter The IT Field With Real World Experience
Homepage

https://www.udemy.com/course/wsus-wds-on-windows-server-2025-100-labs-hands-on/

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Free Download Udemy - Web and API Automation Using Playwright Csharp
Published 4/2025
Created by Gorantla Lokesh
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 23 Lectures ( 4h 55m ) | Size: 2.8 GB

Playwright Csharp with UI and API Automation Testing
What you'll learn
Learn UI Automation Testing on Playwright Csharp
By the end of the course you will be as much trained to automate any UI and API using Playwright
Many real time examples covered
With Simple example I given to learn quike
Requirements
No prior csharp coding knowledge required as everything is taught from the scratch
Description
- Latest Version Playwright and Csharp- As the Playwright market is growing, the demand for Playwright Automation testers is increasing like anything across the Globe.- here, I am testing how to handle frame and windows- I am teaching UI with multiple assertions in UI - here you can learn how many wait in Playwright how you can use into your project- Once done with the course you will surely be able to justify 2-3 years of your current experience with Playwright UI Automation Testing.- familiarity with the function and basic use of the softwarePlaywright supports :Cross-browser. Playwright supports all modern rendering engines including Chromium, WebKit, and Firefox.Cross-platform. Test on Windows, Linux, and macOS, locally or on CI, headless or headed.Cross-language. Use the Playwright API in TypeScript, JavaScript, Python, .NET, Java.Test Mobile Web. Native mobile emulation of Google Chrome for Android and Mobile Safari. The same rendering engine works on your Desktop and in the Cloud.Auto-wait. Playwright waits for elements to be actionable prior to performing actions. It also has a rich set of introspection events. The combination of the two eliminates the need for artificial timeouts - the primary cause of flaky tests.Web-first assertions. Playwright assertions are created specifically for the dynamic web. Checks are automatically retried until the necessary conditions are met.Tracing. Configure test retry strategy, capture execution trace, videos, to eliminate flakes.Multiple everything. Test scenarios that span multiple tabs, multiple origins and multiple users. Create scenarios with different contexts for different users and run them against your server, all in one test.Trusted events. Hover elements, interact with dynamic controls, produce trusted events. Playwright uses real browser input pipeline indistinguishable from the real user.Test frames, pierce Shadow DOM. Playwright selectors pierce shadow DOM and allow entering frames seamlessly.Browser contexts. Playwright creates a browser context for each test. Browser context is equivalent to a brand new browser profile. This delivers full test isolation with zero overhead. Creating a new browser context only takes a handful of milliseconds.Log in once. Save the authentication state of the context and reuse it in all the tests. This bypasses repetitive log-in operations in each test, yet delivers full isolation of independent tests.
Who this course is for
Students who are willing to learn, Automation engineers and testers, Developers, etc.
Homepage

https://www.udemy.com/course/web-and-api-automation-using-playwright-csharp/

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Free Download Udemy - XAI Explainable AI with InterpretML - Notebooks - Python
Published 4/2025
Created by Kishan Tongrao
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 37 Lectures ( 4h 54m ) | Size: 2.13 GB

Harnessing Explainable AI with InterpretML: Key Techniques in Model Interpretation, Feature Importance
What you'll learn
XAI Explainable AI
InterpretML Microsoft Library to do XAI
Linear Regression, Logistic Regression, APLR, Decision Tree, EBR, Random Forest, Shap Kernel, Lime Tabular, Partial Dependence, Morries Sensitivity Method
Shap Tree
Requirements
Basics of Python and Data Science
Description
Dive into the world of Explainable AI (XAI) with this comprehensive course, "XAI Explainable AI with InterpretML | Notebooks | Python." Designed for data enthusiasts and practitioners, this course introduces the fundamentals of XAI, emphasizing the critical importance of transparency and interpretability in machine learning models. Our key objectives include equipping you with practical skills to demystify complex models and enhance decision-making processes effectively.Through hands-on examples, you'll explore real-world applications of XAI using Python in Google Colab, with step-by-step guidance on installing and leveraging InterpretML. The course covers a wide range of techniques, starting with Linear Models and advancing to Additive Poisson Linear Regression (APLR) and Tree-based Models. You'll master powerful interpretability tools such as Explainable Boosting Regression (EBR), ShapKernel, and LimeTabular for deep tabular data insights. Additionally, we'll delve into Partial Dependence Plots, Morris Sensitivity Method, and SHAP Tree for robust feature analysis and comprehensive model behavior understanding.By the end, you'll be proficient in interpreting model predictions, identifying feature importance, and ensuring transparency in AI systems. Whether you're a beginner or an experienced data scientist, this course provides the practical tools and advanced techniques to make AI explainable, actionable, and trustworthy using InterpretML in Python. Join us to unlock the transformative power of XAI!
Who this course is for
Who wants to learn XAI Explainable AI using InterpretML Library
Homepage

https://www.udemy.com/course/xai-explainable-ai-with-interpretml-notebooks-python/

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Free Download Udemy - Yoga Basics - Gentle & Easy 21-Day Practice
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 27m | Size: 7.16 GB
Learn and develop the routine of yoga practice by taking one lesson per day

What you'll learn
Learn basic asanas (yoga postures) and movements with caring and safely
Develop foundation and get ready to go deeper into own practices
Know how to soothe stiffness and tensions easily with simple tips
Start the routine of gentle practices everyday
Requirements
This Yoga Basics course is suitable for everyone, no pre-requisite is needed. Find yourself a space and place a mat and click the video, that's all!
Description
This Yoga Basics - Gentle & Easy 21-Day Practice course aims to help students start practice and develop own routine by taking 1 lesson per day, for 21 days. Each lesson is around 15 minutes (+/- 5-10 minutes), which is very accessible and feasible for the busy and modern life. Students will learn the most basic yoga postures and movements during the 21 days, at the same time learn how to easily soothe the physical body. In the first two lessons students will focus on feeling & exploring the physical body with some gentle practices. Then one will learn how to use props (belt, brick / block, & chair) to assist the movements. After learning the most fundamental postures, students will have practices with different themes each day, including each part of the physical body, i.e., shoulder / back, core, & hips, the movements in twist, backbend, forward bend, and 3 flow yoga & 2 Yin Yoga practices. Students will get a comprehensive idea after the 21-day practice and keep the routine of everyday practice by repeating the course once again or create own theme according to how the physical body feels.This course is led by the certified YACEP (Yoga Alliance Continuing Education Provider). After the completion, one can acquire a Yoga Alliance certificate of Continuing Education (CE) sending a message to the course instructor to request for the certificate.
Who this course is for
If you are looking for some courses to learn how to stretching, developing strength, and balance your mind and body, this Yoga Basics course is exactly for you, no matter you are a beginner, experienced yogi, eldery, or a certified yoga instructor looking for continuous education for yourself, welcome to join the course!
Homepage

https://www.udemy.com/course/yoga-basics-gentle-easy-21-day-practice/

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Free Download Udemy - ZigBee from Ground Up From Theory and Hands-On Training
Last updated 7/2024
Created by BHM Engineering Academy,Israel Gbati
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 74 Lectures ( 8h 12m ) | Size: 3.5 GB

Building Reliable Wireless Networks with IEEE 802.15.4(ZigBee)
What you'll learn
Understand ZigBee fundamentals and its applications in IoT and smart homes.
Compare ZigBee with other wireless technologies like Bluetooth and WiFi.
Develop and implement robust ZigBee firmware applications.
Ensure data integrity and efficient communication in ZigBee networks.
Requirements
NUCLEO-F411 : 2 units
XB24CAWIT-001 XBee : 2 units
Description
Are you ready to explore the exciting world of ZigBee technology and its pivotal role in IoT and smart homes?Welcome to "ZigBee from Ground Up" where we turn curiosity into expertise and theories into practical skills.Picture this: you, at the forefront of ZigBee technology, confidently designing and implementing networks that power smart homes, industrial automation, and the entire IoT landscape.This course is your ultimate guide, meticulously created to take you from zero to a developer in ZigBee technology.Course Outline:Module 1: The ZigBee FundamentalsWe kick things off with the essentials. You'll get a clear understanding of what ZigBee is, where it came from, and why it's a game-changer in wireless communication. You'll discover its applications in smart homes, industrial settings, and beyond.Module 2: Demystifying the OSI ModelEver wondered how data travels from one device to another? We'll break down the OSI model's seven layers, giving you a crystal-clear understanding of each one's role in network communication.Module 3: Mastering ZigBee NetworksDive deep into network management. Learn the ins and outs of ZigBee network architecture, from device roles to topologies, addressing methods, and advanced network management techniques.Module 4: Wireless Technology Face-OffHow does ZigBee compare to Bluetooth, WiFi, and LoRa? We'll lay it all out, so you can make informed decisions and design the best network for your needs.Module 5: Data Transfer and CommunicationDiscover the magic behind seamless data transfer. We'll explore ZigBee's data transfer methods, beacon-enabled networks, and strategies for ensuring data integrity and efficient communication.Module 6: Hands-On Coding and Firmware DevelopmentRoll up your sleeves! You'll develop bare-metal communication drivers, implement circular buffers, and create robust ZigBee firmware applications. This isn't just theory - it's practical, real-world coding experience you can use right away.Why Enroll NowAccelerate Your Career: Equip yourself with in-demand skills in ZigBee technology and position yourself as a leader in the rapidly evolving IoT landscape.Don't miss your chance to become a ZigBee maestro. Enroll now and start your journey towards mastering ZigBee technology.
Who this course is for
IoT professionals seeking comprehensive expertise in ZigBee technology.
Smart home developers requiring hands-on experience with ZigBee.
Tech specialists aspiring to lead in industrial automation and IoT solutions.
Homepage

https://www.udemy.com/course/zigbee-from-ground-up-from-theory-and-hands-on-training/

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Free Download Udemy - [New] IT Job Basics Program - Students & Fresher's
Published 4/2025
Created by Sanjeev Jayaram
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 18 Lectures ( 2h 47m ) | Size: 1.26 GB

Learn AWS basics, Lambda, Microservices, How Agile Works?, Github, Java Architecture Evolution, Live interview skills.
What you'll learn
AWS Basics, AWS Lambda, Microservices, Agile Methodology, Github, Java Architecture Evolution. Modern Application Structure
Learn AWS lambda code and deployment. Expose it to API gateway and test via postman.
Microservices sample code and deployment in karaf OSGI container. Java Architecture Evolution.
How to fix Github scenarios faced during initial project setup. Docker and Kubernetes installation.
Agile methodology policies and rules. Get IT job with practical knowledge and suffer less during initial working phase.
Live interview questions and answers. 100% helps in attending interview oustide and during college placements.
Requirements
No programming experience need.
Description
Getting Started with Modern Application DevelopmentAWS BasicsLearn AWS Lambda for serverless computing.Understand code deployment in AWS.Use AWS API Gateway to expose APIs for microservices communication.Microservices with Karaf OSGI ContainerDevelop modular applications using Karaf OSGI.Implement microservices architecture for scalability and maintainability.Enable dynamic service loading and updating with OSGI features.Agile Methodology in ProjectsWork with iterative development and sprints.Understand Agile principles like continuous feedback and adaptability.Improve team collaboration through Agile ceremonies like standups and retrospectives.Use tools like Jira and Trello for Agile project tracking.GitHub Setup and Project ScenariosLearn GitHub basics: repositories, commits, branching, and merging.Handle real-world issues like merge conflicts and version control best practices.Use GitHub Actions for automation in CI/CD workflows.Follow best practices for pull requests and code reviews.Docker and Kubernetes on LinuxInstall Docker to containerize applications.Set up Kubernetes for container orchestration and management.Learn Helm for managing Kubernetes applications efficiently.Optimize Docker images for performance and security.Modern Project ArchitectureDesign applications using Microservices, Docker, Kubernetes, and Orchestration.Implement CI/CD pipelines for automated deployment.Ensure high availability, scalability, and fault tolerance.Live Interview SkillsHear recordings for live Java back end developer interview Get placement in top IT service companies via interview questions preparation through recordings.Mastering these concepts will help in building and managing cloud-native applications efficiently in real-world projects.
Who this course is for
College Students, IT Fresher, IT Experienced
Homepage

https://www.udemy.com/course/new-it-job-basics-program-students-freshers/

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Free Download Glen Allsopp - SEO Blueprint 3

Ready to Skyrocket Your Traffic?
Welcome to a game-changing opportunity! If you're looking for cutting-edge SEO strategies that truly work, you've just found the ultimate guide.
SEO Blueprint 3 by Glen Allsopp is packed with the latest, most effective techniques that will drive real, organic traffic to your website, and convert that traffic into actual sales.

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17 Exclusive SEO Insights Inside
Just a few of the powerful takeaways you'll get:

- The keyphrase that generated $50,000+ in 12 months
- How to use HARO in a reverse way to get high-quality backlinks
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- Zapier workflows to identify potential linkers - even with a free account
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- Watch 20 real live website audits with actionable takeaways
- How to get links from Facebook communities without spamming
- A content strategy the biggest brands are all in on - but most sites ignore
- Access to a custom link outreach tool and a website crawler (free, Windows/Mac)
- And 170+ additional insights waiting for you inside the course

Introducing: Superpixels - A New Approach to Beating Big Brands
Superpixels is a brand new module, designed to help you stand out in Google - even if you're competing against giant corporations with massive SEO budgets.

Digital Goliaths have:

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• Multiple sites dominating one niche

Superpixels shows how to level the playing field - with smarter strategies and better execution.

6 Powerful Skills You'll Gain
Once you complete SEO Blueprint 3, you'll be able to:

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- Build powerful whitehat backlinks without begging
- Discover low-competition, high-value keywords
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- Improve local SEO and dominate your regional niche
- Get real feedback from Glen and the Blueprint community

This Is For You If You're Serious About Growth
Whether you're an entrepreneur, in-house SEO, agency, or content creator, SEO Blueprint 3 will give you the edge you need in 2024 and beyond.

Sales Page (Archive)

https://archive.is/g6CKt

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Free Download Dori Friend - SEORockstars 2024 Recording

SEO Rockstars 2024 is a power-packed conference featuring world-renowned experts sharing cutting-edge SEO techniques. Whether you're a beginner or a seasoned marketer, this recording will give you direct access to the most effective strategies dominating the SEO landscape this year.
Category: SEO, Digital Marketing, Conference, Online Training

Why You Should Watch SEORockstars 2024

Learn from Dori Friend - a legend in the SEO world.
Discover AI-driven SEO strategies with top industry speakers.
Implement competitive intelligence tips from Ted Kubaitis.
Understand branding with SEO from Adam McChesney.
Actionable tricks from James Slattery and many more!

This is not just a replay - it's your SEO arsenal for 2024 and beyond!

Key Topics Covered

• AI-Powered SEO Techniques - Stay ahead of the algorithm.
• Technical SEO Tactics - Boost speed, structure & crawlability.
• Conversion Optimization - Turn visitors into customers.
• Keyword Research 2024 - Tools, tricks, and trends.
• Link Building Secrets - Ethical and powerful methods.

Who Is This For?

SEO Professionals
Digital Marketers
️ Web Developers & Designers
Affiliate Marketers & Entrepreneurs
Anyone looking to dominate search results!

Why SEO Rockstars 2024 Is a Game Changer

SEO Rockstars is where real-world experts reveal what's working right now. You get access to proven strategies that are generating traffic, rankings, and real revenue.

"No fluff, just results-focused SEO!"

Meet the Experts

Ted Kubaitis - Competitive Intelligence Pro
Derek Pierce - AI SEO Pioneer
James Slattery - Underground SEO Tips
Adam McChesney - Brand + SEO Strategist
... and many more!

What You'll Get with This Recording

Full HD recording of SEO Rockstars 2024
Lifetime access - watch anytime
Fast direct links for seamless download
Bonus resources shared by the speakers
Access to secret strategies not found anywhere else!

Final Thoughts

SEO Rockstars 2024 delivers the latest SEO strategies from the brightest minds in digital marketing. This is your chance to learn, apply, and grow your traffic like never before. Don't let your competitors outrank you - take action now!

Sales Page

https://archive.is/Hqyw8

Ready to dominate Google? Start by watching this now!


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