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WarezDownload · Понедельник в 06:13

Free Download Udemy - C# Ultimate Masterclass From Absolute Beginner to Expert
Aba @CoffeeNCode | Duration: 23:24 h | Video: H264 1280x720 | Audio: AAC 44,1 kHz 2ch | 10,4 GB | Language: English
An organised .NET programming course that will challenge the way you learn the fundamentals of .NET programming.
Learn C# from scratch and become a professional developer.
This course is for anyone who wants to learn how to program in C#. No prior experience is required.
In this course, you will learn the fundamentals of C#, including variables, data types, conditional statements, loops, functions and objects. You will also learn about more advanced topics, such as object oriented programming, exception handling and debugging.

BY THE END OF THIS COURSE, YOU WILL BE ABLE TO
• Write C# programs
• Use variables, data types, conditional statements, loops and functions
• Create objects and classes
• Handle problematic exceptions
• Debug your code
You will learn more than just the syntax of C#. This course is not only about the language, but also about programming in general. You will understand why we use certain programming concepts and how to use them effectively. I will also show you how these concepts work "under the hood" which will give you a deeper understanding of C#.
This course is packed with practical exercises and projects that will help you learn C# by doing. You will also have access to a private forum where you can ask questions and get help from the instructor and other students.
Homepage:

Код:

https://www.udemy.com/course/csharp-complete-masterclass/#instructor-1

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 06:14

Free Download Udemy - CISSP Course for Beginners - CBK Domain 1
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 25m | Size: 2.16 GB
Study Videos - PDF slides - Exam Preparation - Questions

What you'll learn
Professional Ethics
Security Concepts
Security Governance
Information Security Regulations
Survey
Security Document
Business Continuity Plan
Personnel Security
Risk Management
Threat Modeling
Supply Chain Risk Management
Awareness and Training Program
Requirements
Individuals interested in information security
Those who hold qualifications related to information processing
Description
Course OverviewCISSP (Certified Information Systems Security Professional) is a globally recognized certification in the field of information security. This course covers the following categories in CISSP CBK Domain 1.The CISSP exam emphasizes the ability to think in accordance with principles that can be applied in any situation. You may find the explanations in the course to be a little brief, but this will help you to grasp the whole picture smoothly.Course ContentStudy Videos by DomainDownloadable PDF slidesCISSP Exam PreparationMultiple Choice Practice QuestionsNotesThis is not an official training course provided by (ISC)².The exam content may have changed since the course was created.This course covers the certification for CISSP Domain 1. Other domains are not covered in this course.The content of this course is the same as the English version of the "【日本語】初心者から学べるCISSP講座：CBK Domain 1" course.Trademarks(ISC)2 and CISSP® appearing in this video content and accompanying text are registered trademarks of their respective companies.The names of servers, software, and products appearing in this video content and accompanying text are the trademarks or registered trademarks of their respective developers. The names of products, organizations, and groups are listed solely for the purpose of creating this course, and the author has no intention of infringing on any of these trademarks.
Who this course is for
Those aiming to pass the CISSP
Homepage:

Код:

https://www.udemy.com/course/piedpin_cissp-domain1_en/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:15

Free Download Udemy - CISSP Course for Beginners - CBK Domain 2
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 30m | Size: 876 MB
Study Videos - PDF slides - Exam Preparation - Questions

What you'll learn
Identification and Classification
Provisioning
Data Life Cycle Management
Ensuring Asset Retention
Data Security Management
Requirements
Individuals interested in information security
Those who hold qualifications related to information processing
Description
Course OverviewCISSP (Certified Information Systems Security Professional) is a globally recognized certification in the field of information security. This course covers the following categories in CISSP CBK Domain 2.The CISSP exam emphasizes the ability to think in accordance with principles that can be applied in any situation. You may find the explanations in the course to be a little brief, but this will help you to grasp the whole picture smoothly.Course ContentStudy Videos by DomainDownloadable PDF slidesCISSP Exam PreparationMultiple Choice Practice QuestionsNotesThis is not an official training course provided by (ISC)².The exam content may have changed since the course was created.This course covers the certification for CISSP Domain 2. Other domains are not covered in this course.The content of this course is the same as the English version of the "【日本語】初心者から学べるCISSP講座：CBK Domain 2" course.Trademarks(ISC)2 and CISSP® appearing in this video content and accompanying text are registered trademarks of their respective companies.The names of servers, software, and products appearing in this video content and accompanying text are the trademarks or registered trademarks of their respective developers. The names of products, organizations, and groups are listed solely for the purpose of creating this course, and the author has no intention of infringing on any of these trademarks.
Who this course is for
Those aiming to pass the CISSP
Homepage:

Код:

https://www.udemy.com/course/piedpin_cissp-domain2_en/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:16

Free Download Udemy - CISSP Course for Beginners - CBK Domain 3
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 31m | Size: 2.42 GB
Study Videos - PDF slides - Exam Preparation - Questions

What you'll learn
Principles of Secure Design
Basic Concepts of Security Models
Computer Components
Security Architecture
Cryptographic Solution
3.6.0_Cryptanalysis
Facility Design
System Life Cycle
Requirements
Individuals interested in information security
Those who hold qualifications related to information processing
Description
Course OverviewCISSP (Certified Information Systems Security Professional) is a globally recognized certification in the field of information security. This course covers the following categories in CISSP CBK Domain 3.The CISSP exam emphasizes the ability to think in accordance with principles that can be applied in any situation. You may find the explanations in the course to be a little brief, but this will help you to grasp the whole picture smoothly.Course ContentStudy Videos by DomainDownloadable PDF slidesCISSP Exam PreparationMultiple Choice Practice QuestionsNotesThis is not an official training course provided by (ISC)².The exam content may have changed since the course was created.This course covers the certification for CISSP Domain 3. Other domains are not covered in this course.The content of this course is the same as the English version of the "【日本語】初心者から学べるCISSP講座：CBK Domain 3" course.Trademarks(ISC)2 and CISSP® appearing in this video content and accompanying text are registered trademarks of their respective companies.The names of servers, software, and products appearing in this video content and accompanying text are the trademarks or registered trademarks of their respective developers. The names of products, organizations, and groups are listed solely for the purpose of creating this course, and the author has no intention of infringing on any of these trademarks.
Who this course is for
Those aiming to pass the CISSP
Homepage:

Код:

https://www.udemy.com/course/piedpin_cissp-domain3_en/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:17

Free Download Udemy - CISSP Course for Beginners - CBK Domain 4
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 43m | Size: 1.41 GB
Study Videos - PDF slides - Exam Preparation - Questions

What you'll learn
Network Architecture
Network Protocol
Network Device
Network Control
Application Communication
Requirements
Individuals interested in information security
Those who hold qualifications related to information processing
Description
Course OverviewCISSP (Certified Information Systems Security Professional) is a globally recognized certification in the field of information security. This course covers the following categories in CISSP CBK Domain 4.The CISSP exam emphasizes the ability to think in accordance with principles that can be applied in any situation. You may find the explanations in the course to be a little brief, but this will help you to grasp the whole picture smoothly.Course ContentStudy Videos by DomainDownloadable PDF slidesCISSP Exam PreparationMultiple Choice Practice QuestionsNotesThis is not an official training course provided by (ISC)².The exam content may have changed since the course was created.This course covers the certification for CISSP Domain 4. Other domains are not covered in this course.The content of this course is the same as the English version of the "【日本語】初心者から学べるCISSP講座：CBK Domain 4" course.Trademarks(ISC)2 and CISSP® appearing in this video content and accompanying text are registered trademarks of their respective companies.The names of servers, software, and products appearing in this video content and accompanying text are the trademarks or registered trademarks of their respective developers. The names of products, organizations, and groups are listed solely for the purpose of creating this course, and the author has no intention of infringing on any of these trademarks.
Who this course is for
Those aiming to pass the CISSP
Homepage:

Код:

https://www.udemy.com/course/piedpin_cissp-domain4_en/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:18

Free Download Udemy - CISSP Course for Beginners - CBK Domain 5
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 46m | Size: 838 MB
Study Videos - PDF slides - Exam Preparation - Questions

What you'll learn
Authentication and Authorization Design
Service Federation
Access Control
Account Lifecycle
Authentication System Implementation
Requirements
Individuals interested in information security
Those who hold qualifications related to information processing
Description
Course OverviewCISSP (Certified Information Systems Security Professional) is a globally recognized certification in the field of information security. This course covers the following categories in CISSP CBK Domain 5.The CISSP exam emphasizes the ability to think in accordance with principles that can be applied in any situation. You may find the explanations in the course to be a little brief, but this will help you to grasp the whole picture smoothly.Course ContentStudy Videos by DomainDownloadable PDF slidesCISSP Exam PreparationMultiple Choice Practice QuestionsNotesThis is not an official training course provided by (ISC)².The exam content may have changed since the course was created.This course covers the certification for CISSP Domain 5. Other domains are not covered in this course.The content of this course is the same as the English version of the "【日本語】初心者から学べるCISSP講座：CBK Domain 5" course.Trademarks(ISC)2 and CISSP® appearing in this video content and accompanying text are registered trademarks of their respective companies.The names of servers, software, and products appearing in this video content and accompanying text are the trademarks or registered trademarks of their respective developers. The names of products, organizations, and groups are listed solely for the purpose of creating this course, and the author has no intention of infringing on any of these trademarks.
Who this course is for
Those aiming to pass the CISSP
Homepage:

Код:

https://www.udemy.com/course/piedpin_cissp-domain5_en/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:19

Free Download Udemy - Huawei HCIE Datacom Labs - Advanced IGP, BGP, MPLS VPN, EVPN
Published: 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 7m | Size: 2.46 GB
Get ready for Huawei HCIE Datacom Certification, and how to configure advanced IGP and BGP, MPLS VPN, and EVPN features

What you'll learn
Advanced IGP Routing Protocols Features
How to configure OSPF and IS-IS Routing Protocols for Huawei Routers
How to configure IP FRR for OSPF
How to enable BFD for OSPF
How to advertise a default route in IS-IS Routing domain
Requirements
Good routing protocols and MPLS knowledge
Highly recommended to get enrolled in my course Huawei MPLS Services Volume 1
Highly recommended to get enrolled in my course Huawei MPLS Services Volume 2
Description
Passing the HCIE-Datacom certification will indicate that you have a solid theoretical knowledge of multi-scenario convergence solutions for enterprise networks, and be able to use Huawei Datacom products and solutions to plan, deploy, maintain, and optimize enterprise campus networks, WAN interconnection, and bearer WAN. You will be competent for the expert positions of full-scenario enterprise networks (including account managers, project managers, pre-sales experts, post-sales experts, network architects, etc.).Routing and switching advanced technologies, panoramic view of enterprise network architecture, typical architecture and technologies of campus network, planning and deployment of Huawei CloudCampus solution, typical architecture and technologies of WAN interconnection, planning and deployment of Huawei SD-WAN solution, typical architecture and technologies of bearer WAN, planning and deployment of Huawei CloudWAN solution, network automation technologies and practice.The HCIE-Datacom V1.0 Certification Exam covers routing and switching advanced technologies, panoramic view of enterprise network architecture, typical architecture and technologies of campus network, planning and deployment of Huawei CloudCampus solution, typical architecture and technologies of WAN interconnection, planning and deployment of Huawei SD-WAN solution, typical architecture and technologies of bearer WAN, planning and deployment of Huawei CloudWAN solution, network automation technologies and practice.In this course, we will focus on the labs to implement advanced IGP, advanced BGP, MPLS VPN, and Ethernet VPN features.
Who this course is for
Huawei Datacom Engineers
Huawei Datacom Engineers
Homepage:

Код:

https://www.udemy.com/course/huawei-hcie-datacom-labs-advanced-igp-bgp-mpls-vpn-evpn/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:20

Free Download Udemy - Pharmaceutical Production Management Course
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 1.26 GB | Duration: 2h 37m
Mastering Pharmaceutical Production Management: Your Gateway to a Lucrative Career
What you'll learn

Expert-Led Instruction: Learn from industry experts with years of experience in pharmaceutical production management.
Flexible Learning: Access course materials and lectures online, allowing you to study at your own pace and convenience.
With a solid foundation in pharmaceutical production management, you'll stand out to employers seeking professionals who can navigate the complexities of the in
Learn how to optimize production processes, minimize waste, and reduce costs to maximize profitability.
Requirements
A basic understanding of chemistry, biology, or related sciences.
Access to a computer with an internet connection.
Strong motivation and commitment to learning.
Description
Introduction: Welcome to the world of pharmaceutical production management! In today's rapidly evolving healthcare landscape, efficient and effective production management is crucial for meeting the growing demand for pharmaceutical products worldwide. Whether you're a seasoned professional looking to upskill or a newcomer eager to enter this dynamic field, our online course in Pharmaceutical Production Management is tailored to equip you with the knowledge and skills needed to excel in this industry.Overview: Our comprehensive online course provides a deep dive into the principles, practices, and technologies involved in pharmaceutical production management. From understanding regulatory Requirements to optimizing manufacturing processes, you'll gain invaluable insights into every aspect of the pharmaceutical production lifecycle. Through engaging lectures, real-world case studies, and interactive simulations, you'll develop the expertise needed to streamline production, ensure product quality, and drive operational excellence.Benefits of Learning:Enhanced Career Prospects: With a solid foundation in pharmaceutical production management, you'll stand out to employers seeking professionals who can navigate the complexities of the industry.Improved Efficiency: Learn how to optimize production processes, minimize waste, and reduce costs to maximize profitability.Regulatory Compliance: Gain a thorough understanding of regulatory standards and best practices to ensure compliance with industry regulations and quality standards.Advanced Skills: Master the use of cutting-edge technologies and tools essential for modern pharmaceutical production management.Global Opportunities: Equip yourself with skills that are in demand worldwide, opening up opportunities for international career advancement.Who Can Learn

rofessionals currently working in pharmaceutical manufacturing seeking to enhance their skills.Recent graduates looking to enter the pharmaceutical industry.Individuals from related fields such as chemistry, biology, engineering, or business interested in transitioning to pharmaceutical production management.Career Scope: The pharmaceutical industry offers a wide range of career opportunities for individuals with expertise in production management, including

roduction Manager: Responsible for overseeing all aspects of the manufacturing process, ensuring efficiency, quality, and compliance with regulations.Quality Assurance Manager: Ensures that pharmaceutical products meet quality standards and regulatory Requirements.Supply Chain Manager: Manages the flow of materials, information, and resources from suppliers to customers, optimizing supply chain efficiency.Operations Manager: Coordinates and manages the overall production operations, including planning, scheduling, and resource allocation.Regulatory Affairs Specialist: Ensures compliance with regulatory Requirements and facilitates the approval process for pharmaceutical products.Salary Package with Job Role In India and Foreign: In India, salaries for pharmaceutical production management professionals vary depending on factors such as experience, qualifications, and location. Entry-level positions may offer salaries ranging from 3-6 lakhs per annum, while senior management roles can command salaries upwards of 15 lakhs per annum or more.In foreign countries such as the United States or European countries, salaries for pharmaceutical production management professionals are typically higher, with entry-level salaries starting around 60,000 to 80,000 dollar per annum and senior management positions offering salaries exceeding $150,000 per annum.
Who this course is for
Professionals currently working in pharmaceutical manufacturing seeking to enhance their skills., Recent graduates looking to enter the pharmaceutical industry., Individuals from related fields such as chemistry, biology, engineering, or business interested in transitioning to pharmaceutical production management.
Homepage:

Код:

https://www.udemy.com/course/pharmaceutical-production-management-course/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:21

Free Download Udemy - Self Driving and ROS 2 - Learn by Doing! Plan & Navigation
Published: 4/2025
Created by: Antonio Brandi
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 156 Lectures ( 28h 3m ) | Size: 14.6 GB

Create a ROS2 Self-Driving robot with Python and C++. Master Navigation, Planning and Decision Making with Behavior Tree
What you'll learn
Create a Real Robot, powered by ROS 2
Mastering ROS2, the last version of the Robot Operating System
Robotics Theory
Implement Path Planning algorithms
Implement Motion planning algorithms
Create Advanced Navigation logics using Behavior Trees
Simulate a Self-Driving robot in Gazebo
Programming Arduino for Robotics Applications
Master Nav2
Requirements
Basic knowledge of Python or C++
Basic knowledge of Linux
No prior knowledge of ROS or ROS 2 required
No prior knowledge of Robotics theory required
No hardware required. All the course can be followed also using only the PC
Description
Would you like to build a real Self-Driving Robot using ROS2, the second and last version of the Robot Operating System, by building a real robot?Would you like to get started with Autonomous Navigation of robots and dive into the theoretical and practical aspects of Navigation, Path Planning, and decision-making using Behavior Trees from industry experts?The philosophy of this course is the Learn by Doing, and quoting the American writer and teacher Dale Carnegie Learning is an Active Process. We learn by doing; only knowledge that is used sticks in your mind.In order for you to master the concepts covered in this course and use them in your projects and also in your future job, I will guide you through the learning of all the functionalities of ROS both from the theoretical and practical point of view.Each section is composed of three parts:Theoretical explanation of the concept and functionalityUsage of the concept in a simple Practical exampleApplication of the functionality in a real RobotThere is more! All the programming lessons are developed using both Python and C++ . This means that you can choose the language you are most familiar with or become an expert Robotics Software Developer in both programming languages!By taking this course, you will gain a deeper understanding of self-driving robots and ROS 2, which will open up opportunities for you in the exciting field of robotics.
Who this course is for
Self-Driving enthusiast
Makers and Hobbists keen on robotics
Software developers taht wants to learn ROS 2 and Robotics
Students or Engineers that wants to learn how to buid a robot from scratch
Developers that already knows ROS 2 and that want to use it in a real world application
ROS Developers that want to learn and migrate to ROS 2
Robotics Engineers that wants to develop skills in Autonomous Navigation
Beginner Python developers curious about Self-Driving
Beginner C++ developers curious about Self-Driving
Homepage:

Код:

https://www.udemy.com/course/self-driving-and-ros-2-learn-by-doing-plan-navigation/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 06:22

Free Download VueSchool - Pinia The Enjoyable Vue Store by Daniel Kelly
Daniel Kelly, Alex Kyriakidis | Duration: 1:45 h | Video: H264 1920x1080 | Audio: AAC 48 kHz 2ch | 713 MB | Language: English
Master Pinia, the official Vue.js state management solution. Learn to build scalable, type-safe Vue stores with the Options & Composition APIs effortlessly!
Pinia is the officially recommended state management solution for Vue.js. It's designed to provide a centralized store that works smoothly with both the Vue Options API and the Composition API, making it versatile for all Vue.js and Nuxt projects.
Pinia brings many features that set it apart:

• Intuitive API: Simplifies managing app state, making it beginner-friendly.
• TypeScript Support: Offers type safety and accurate auto-completion for efficient coding.
• Devtools Integration: Debug and inspect state easily with Vue.js Devtools.
• Extensible: Customize and enhance functionality using its plugin system.
• Modular by Design: Encourages better organization and supports automatic treeshaking.
• Lightweight: At just ~1kb, Pinia ensures your app remains fast and efficient.
• What You'll Learn in This Course
This course equips you with the skills to master Pinia as your state management solution in Vue.js and Nuxt applications. Here's what we cover:
• Learn Vue state management concept.
• Setting up Pinia for your Vue.js projects.
• Managing application state using the Vue Options API and the Composition API.
• Creating and utilizing stores to handle app data effectively.
• Structuring scalable and modular stores for maintainable codebases.
• Leveraging TypeScript for error-free and type-safe development.
• Extending functionality with Pinia plugins.
• Debugging and optimizing state management using Vue Devtools.
By the end, you'll confidently use Pinia to build scalable, maintainable, and high-performance Vue.js applications.
Homepage:

Код:

https://vueschool.io/courses/pinia-the-enjoyable-vue-store

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 22:58

Free Download Udemy - Azure Network Engineer - AZ-700 Exam Prep & Certification
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: 209 Lectures ( 10h 43m ) | Size: 4 GB

Unlock Azure networking-master virtual networks, security, automation, and governance to build resilient cloud infra!
What you'll learn
Core and advanced Azure networking concepts
Design, deploy, and manage Azure Virtual Networks (VNets)
Implement VPNs, ExpressRoute, and hybrid connectivity
Automate Azure networking using ARM templates, PowerShell, and CLI
Apply network security best practices with NSGs, Azure Firewall, and Bastion
Optimize network performance and troubleshoot complex issues
Govern Azure networks effectively with Azure Policy and RBAC
Requirements
Basic understanding of networking concepts
Familiarity with cloud computing fundamentals (Azure preferred)
No prior Azure or scripting experience required-course covers the essentials
Description
Course Introduction:In an era where cloud computing defines the future of IT infrastructure, mastering Azure Networking is a game-changer. This comprehensive course takes you from the basics of Azure Virtual Networks to advanced topics like ExpressRoute, Azure Firewall, automation with ARM templates, and high availability strategies. Whether you're a cloud architect, network engineer, or IT professional aiming to excel in Microsoft Azure, this course equips you with the skills to design, secure, and optimize complex Azure networks confidently.Section 1: Azure Networking FoundationsIntroduction:Kickstart your Azure networking journey by understanding the core concepts, from the geographical layout of Azure to virtual networking fundamentals. This section lays the foundation for building scalable and secure Azure environments.Key Topics:Azure's global infrastructureAzure Virtual Network (VNet) fundamentalsSubnets, IP addressing, and routingPublic IPs and VM integrationSite-to-site and point-to-site VPNsVNet peering, gateway transit, and service chainingAzure Load Balancer, Application Gateway, Traffic Manager, and Azure Front DoorNetwork security basics with NSGs, ASGs, and Azure FirewallHands-on Demos:Creating VNets, subnets, and public IPsConfiguring VPNs and VNet peeringDeploying Azure Load Balancer and Application GatewayConclusion:You'll have a solid understanding of how Azure networking components work together to create secure, scalable, and reliable cloud environments.Section 2: Advanced Azure Network Services Introduction

ive deeper into Azure's advanced networking services, focusing on network optimization, hybrid connectivity, and high-performance networking solutions.Key Topics:Azure Virtual WAN and Virtual HubsExpressRoute for dedicated network connectionsAzure DNS, Private DNS Zones, and traffic routingNetwork security best practices, including Azure Bastion and Private LinkAdaptive network hardening and advanced threat protectionHands-on Demos:Setting up Azure Virtual WAN and ExpressRouteConfiguring Azure DNS and Private DNS ZonesImplementing Azure Bastion for secure remote accessConclusion:You'll be equipped to design complex networking architectures, ensuring high performance, security, and scalability in Azure.Section 3: Automation and Optimization in AzureIntroduction:Efficiency in cloud operations comes from automation. This section teaches you how to automate Azure networking tasks using PowerShell, CLI, and ARM templates.Key Topics:ARM templates for infrastructure as codeAzure PowerShell and CLI scriptingAutomating network resource deploymentsNetwork performance monitoring and optimizationTraffic shaping, QoS, and accelerated networkingHands-on Demos:Automating VNet and VM deployment with ARM templatesConfiguring Site-to-Site VPN via PowerShellImplementing network performance monitoring using Azure MonitorConclusion:Gain the skills to streamline network deployments and enhance performance through automation and optimization techniques.Section 4: Troubleshooting and Governance in Azure Networking Introduction:Every network has its challenges. This section focuses on identifying, diagnosing, and resolving network issues while implementing governance best practices for secure cloud environments.Key Topics:Troubleshooting connectivity and DNS resolution issuesDiagnosing performance bottlenecks and ExpressRoute issuesImplementing RBAC, Azure Policy, and network security governanceAzure Migrate and hybrid connectivity solutionsHigh availability, disaster recovery, and network design best practicesHands-on Demos:Troubleshooting Azure VPN Gateway and ExpressRouteConfiguring Azure Policy for governanceImplementing high availability strategies with Availability Sets and Traffic ManagerConclusionYou'll be prepared to handle real-world network issues, enforce governance policies, and design resilient Azure networks.
Who this course is for
Azure administrators and cloud engineers
Network professionals transitioning to Azure
IT architects designing cloud infrastructure
Students preparing for Azure certifications (e.g., AZ-700, AZ-104)
Anyone interested in mastering Azure networking
Homepage:

Код:

https://www.udemy.com/course/azure-network-engineer-az-700-exam-prep-certification/

Код:

[b]AusFile[/b]
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No Password - Links are Interchangeable

WarezDownload · Понедельник в 23:00

Free Download Udemy - Bash Scripting for Cybersecurity by John Ebinyi Odey
Published: 4/2025
Created by: John Ebinyi Odey
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 15 Lectures ( 3h 34m ) | Size: 1.51 GB

Ransomware Development
What you'll learn
How Ransomware Works - Understand the fundamentals of ransomware, including how it encrypts files, spreads, and demands payment.
Bash Scripting for Cybersecurity - Learn how to use Bash to automate tasks, encrypt files, and create scripts used in ethical hacking.
Building a Simulated Ransomware Program - Gain hands-on experience writing a basic and advanced Bash-based ransomware script in a controlled lab environment.
Reverse Shell - Learn how to carry out a reverse shell
Requirements
Basic Linux Knowledge - Students should have a fundamental understanding of Linux commands and navigation.
Familiarity with Bash Scripting - Some prior exposure to Bash scripting is helpful, but beginners can follow along.
A Computer with Virtualization Support - A system capable of running VirtualBox or VMware for a safe testing environment.
Interest in Cybersecurity & Ethical Hacking - No prior hacking experience is required, but a passion for learning security concepts is beneficial.
Basic Understanding of Cryptography - Familiarity with encryption and decryption concepts (AES, RSA, etc.) will be useful.
Networking Fundamentals - Knowledge of IP addresses, SSH, and basic networking concepts will help in understanding attack vectors.
Legal & Ethical Mindset - Students must understand that the course is strictly for educational and ethical hacking purposes.
Description
Are you ready to take your cybersecurity skills to the next level? In this course, Bash Scripting for Cybersecurity: Ransomware Development, you will gain hands-on experience in understanding and building a basic and an advanced ransomware script using Bash.What you will learn:Fundamentals of Bash scripting and automation Encryption and how they apply to ransomware How ransomware operates and spreads Cryptography by encrypting and decrypting filesCarrying out a basic Social Engineering attackEstablishing a bind shell and a reverse shellCreating a key-based (passwordless) authentication using SSHUsing SSH and SCP to perform file copy (steal victim files) from target machine to attacker's machine and vice-versaBoth the basic and advanced Bash Ransomware you will learn how to build in this course, will have the following features.Basic Bash Ransomware Feature:Encryption of files in the target directory Removal of the original files (plaintext files) from the target directoryAdvanced Bash Ransomware Feature:Encryption of files in the target directory.The ransomware will be able to encrypt itself, shreds and remove or delete its original self.This course is designed for cybersecurity professionals, ethical hackers, and penetration testers who want to deepen their knowledge of malware behavior and scripting techniques.Important Disclaimer: This course is strictly for educational purposes only. Creating or deploying malicious software for illegal use is a crime. The purpose of this course is to educate cybersecurity professionals on how to defend against such attacks.Enroll now and start mastering Bash scripting for cybersecurity today!
Who this course is for
Linux Users & Developers - Individuals with basic Linux knowledge who want to deepen their understanding of Bash scripting and encryption techniques.
Students & Cybersecurity Learners - Beginners and advanced learners interested in cybersecurity, ethical hacking, and hands-on malware simulation in a safe lab environment.
Penetration Testers & Security Researchers - Professionals who want to enhance their skills in scripting, and security testing using Bash.
Cybersecurity Enthusiasts & Ethical Hackers - Anyone looking to understand how ransomware works, how to simulate attacks ethically, and how to defend against them.
Red Team Members - Ethical hackers who perform adversary simulations and need to understand how attackers leverage scripting techniques to evade detection.
Anyone Interested in Malware Development & Security Research - If you have a passion for cybersecurity and want to learn how cyber threats operate or how to build a malware, this course is for you!
Homepage:

Код:

https://www.udemy.com/course/bash-scripting-for-cybersecurity/

Код:

[b]AusFile[/b]
https://ausfile.com/2rwqxt5ttkko/wxaak.Bash.Scripting.for.Cybersecurity.part2.rar.html
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WarezDownload · Понедельник в 23:01

Free Download Udemy - CSi SAP2000 - Structural Analysis Program for Engineers
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 1.32 GB | Duration: 1h 25m
Analyze Structural Elements Using SAP2000 For Engineers & Architects
What you'll learn

Draw Beams, 2D Frames, and 3D Frames
Analyze Beams, 2D Frames, and 3D Frames (Shear , Moment Diagrams, etc.)
Perform Modal Analysis (Free Vibration Analysis)
Understand & Apply Load Combinations and Patterns
Requirements
Statics
Basic Understanding of Structural Elements
Description
About the course: CSI SAP2000 (Structural Analysis Program) is an engineering software that is ideal for analysis and design of structural elements like beams, columns, slabs, trusses, cables, shells, etc. What makes SAP2000 used by most engineers around the world is the fact that it's simple and capable at the same time. It can perform basic analysis like shear and moment calculations to time history analysis and dynamic analysis. My students, who are engineers and students, have requested from me to do this course for years; and now this course is ready and easy to follow and understand. This course is a basic introduction to the feature of SAP2000 and it dives deep into explaining the steps and options available in this powerful software. What to expect from this course:After completion of this course, you are expected to be able to draw & analyze beams, frames (2D and 3D), and other complex structures using SAP2000; understand the different load combinations and patterns; and perform modal analysis on 2D Frames.
Who this course is for
Engineering & Architecture Students, Engineers & Architects on Site

Homepage:

Код:

https://www.udemy.com/course/sap2000-basics-for-beginners-structural-analysis-program/

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 23:02

Free Download Udemy - DHCP On Windows Server 2025 Inside Out 100% Labs
Last updated: 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: 52 Lectures ( 6h 29m ) | Size: 2.37 GB

Learn How To Manage/Configure DHCP On 2025 As Working In The Field. (Build Servers And Setup DHCP From Scratch).
What you'll learn
What Is The Purpose Of The DHCP Server.
How To Configure DHCP On Servers and Routers.
How To Implement Performance and Fault Tolerance For DHCP.
What Is APIPA.
What Is a Scope and a Super Scope In DHCP.
What Is DHCP Snooping and How Its Configured.
How To Manage DHCP From a Client PC.
What Is The Difference Between Static and Dynamic IP Addresses.
How To Give Access To Junior Admins To Manage The DHCP Server.
What Is A DHCP Relay And How Does It Work.
How To Backup and Restore DHCP.
How Does DHCP Work Does It use Unicast Or Broadcast Messages.
What Is The Difference Between a MAC Address and IP Address.
Working With Cisco Packet Tracer.
TCP/IP Classful and Classless Networks (Subnetting)
Requirements
Anyone that want to put at least 6 Hours of their Life to learn, enhance and sharpen there Network Skills
A Computer With at Least 16 GB Of RAM.
To Perform All The Labs that i am doing so You would have the actual understanding of How It Works.
Description
About This Class ( My Entire Course is 100% HANDS ON)Are You Tired of Assigning Static IP Addresses To All Your Devices On The Network. Well DHCP Allows You To Centralize The Assignment Of IP Addresses Automatically TO Hosts (A Host is any Device That gets an IP Address) So If your Fridge Has an IP Address its a Host.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 DHCP 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 DHCP 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 DHCP Server In Terms Of Creating Scopes (Unicast, Multicast and Super Scopes).2) Working With Scope Option and Server Options and Understanding The Differences Between Them Including Other assignments such as default gateway,dns,time server and others.3) What is The Lease Time and How Does It affect The Clients.4) How To Create a Reservation and Its Purpose.5) How To Filter Who Can Access The DHCP Server.6) How To Backup and Restore The DHCP Server.7) How To setup Fault Tolerance and Performance using at Least 2 DHCP Servers.8) Install and Configure Active Directory9) Join Machines To The Domain.10) What is DNS and How To Setup For Active Directory.11) Using Cisco Packet Tracer to setup DHCP,DHCP Relay and DHCP Snooping.12) TCP/IP Classful and Classless Networks (Subnetting)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
Network Engineers
To Enter The IT Field With Real World Experience
To Feel Confidence About Your IT Skills.
Homepage:

Код:

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

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 23:03

Free Download Udemy - First Order and Second Order Linear Differential Equations
Published: 4/2025
Created by: Anshuman Sharma,Ayush Goyal
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 56 Lectures ( 4h 33m ) | Size: 1.34 GB

Diffrential Equations
What you'll learn
Solving first order ordinary differential equation using various methods
Solving second order differential equation
Operator method to solve second order differential equation and find particular solution
solving system of first order differential equations
Requirements
Knowledge of basic calculus , like limits , derivatives , differentiation techniques , definite and indefinite integration
Description
Course Title: Methods to Solve First and Second Order Differential Equations & Systems of First-Order EquationsDifferential equations play a fundamental role in mathematics, physics, engineering, and numerous real-world applications. This course is designed to provide a comprehensive understanding of first and second-order differential equations, covering various solution techniques essential for students, researchers, and professionals.We begin with an introduction to first-order differential equations, exploring methods such as separation of variables, integrating factors, and exact equations.Moving on to second-order differential equations, we delve into homogeneous and non-homogeneous cases. The course covers characteristic equations, the method of undetermined coefficients, and variation of parameters.The final section of the course introduces systems of first-order differential equations, an essential topic for modelling complex dynamic systems.Each module is structured with step-by-step explanations, worked-out examples, and problem-solving exercises to reinforce learning. By the end of the course, you will be equipped with analytical techniques to confidently solve first and second-order differential equations and apply them to various scientific and engineering disciplines.Whether you're a student, engineer, or researcher, this course will help you confidently tackle differential equation problems and apply them to real-world scenarios.Join us in mastering these essential mathematical tools and take your problem-solving skills to the next level!
Who this course is for
All engineering disciplines
Bsc , MSc students
Statistics and data science
Finance and actuarial sciences
Homepage:

Код:

https://www.udemy.com/course/first-order-and-second-order-linear-differential-equations/

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 23:04

Free Download Udemy - Full AWS Security Course by Liang Yang Loi
Published: 4/2025
Created by: Liang Yang Loi
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 23 Lectures ( 6h 33m ) | Size: 6 GB

Complete guide to mastering security in the AWS Cloud.
What you'll learn
Cloud Security
AWS Security
Threat Detection in the Cloud
AWS
Requirements
Basic IT Knowledge
Description
Welcome to the Full AWS Security Course - your complete guide to mastering security in the AWS Cloud. Whether you're a security analyst, cloud engineer, solutions architect, or just starting out in cloud security, this course is designed to take you from the fundamentals to advanced techniques used by professionals in the field.You'll learn how to secure real-world AWS environments using best practices, hands-on labs, and deep dives into key services such as IAM, VPC, GuardDuty, Security Hub, AWS WAF, and more. We'll cover everything from the Shared Responsibility Model to multi-account security strategies, threat detection, incident response, secure networking, and identity management.This course is not just theory. You'll gain practical, job-ready skills to detect misconfigurations, respond to threats, implement zero trust, and build secure cloud architectures. Whether you're preparing for AWS Security Specialty certification or working toward becoming a Cloud Security Engineer, this course provides a solid foundation.By the end, you'll be able to confidently assess and harden AWS environments against real-world attacks - just like top security teams do in enterprise and regulated environments.Learn from cybersecurity expert Hacker Loi, a cloud security leader with all 14 x AWS certifications. With real-world experience and hands-on demos, he breaks down complex AWS security concepts into practical skills you can use to secure your cloud like a pro.
Who this course is for
Solutions Architect
Cloud Engineer
Cloud Security Engineer
Homepage:

Код:

https://www.udemy.com/course/aws-security-course/

Код:

[b]AusFile[/b]
https://ausfile.com/2wa5b0q5l0n0/zurgx.Full.AWS.Security.Course.part2.rar.html
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WarezDownload · Понедельник в 23:05

Free Download Udemy - Hands on Cisco Packet Tracer - Setup a Hub and Spoke Network
Last updated: 4/2025
Created by: Dan Mill
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 31 Lectures ( 2h 38m ) | Size: 1.1 GB

Master Hub-and-Spoke Networking with Cisco Packet Tracer - Hands-on Labs for Real-World Skills!
What you'll learn
How to design and build a Hub and Spoke network using Cisco Packet Tracer from scratch.
Configuring switches and routers for proper connectivity
IP Addressing and Subnetting to efficiently allocate IPs and avoid conflicts.
Implementing essential network services like DHCP, NAT, and DNS to support business operations.
Troubleshooting and optimizing network performance using real-world troubleshooting techniques.
Simulating real-life business scenarios to gain hands-on experience in managing a professional network.
Requirements
Basic understanding of networking concepts (helpful but not required-everything will be explained step by step).
A computer with Cisco Packet Tracer installed (free software download link will be provided in the course).
Willingness to learn through hands-on practice-this is a practical, lab-based course.
No prior Cisco experience is required, but familiarity with networking fundamentals can be beneficial.
Description
Are you looking to enhance your networking skills and gain hands-on experience with Cisco Packet Tracer? This course is designed to give you a practical, step-by-step guide to setting up a Hub-and-Spoke network, a widely used topology in enterprise networking.In this course, you will learn how to:Understand the Hub-and-Spoke topology and its real-world applicationsConfigure routers and establish connectivity between remote sitesImplement and verify routing protocols to ensure efficient data flowTroubleshoot common networking issues in a simulated environmentThis course is ideal for networking students, IT professionals, and aspiring network engineers who want to build confidence in configuring and managing networks. Using Cisco Packet Tracer, a powerful simulation tool, we'll take a hands-on approach to designing, configuring, and testing network connectivity.By the end of the course, you'll have practical experience setting up a Hub-and-Spoke network, along with the knowledge to apply these skills in real-world scenarios. Whether you're preparing for networking certifications or looking to strengthen your technical expertise, this course will provide the foundation you need to succeed.No prior experience with Cisco Packet Tracer? No problem! I'll guide you through each step, making it easy to follow along and gain valuable networking experience.Let's get started and build your networking skills today!
Who this course is for
By the end of this course, students will be able to confidently design, configure, and troubleshoot Hub and Spoke networks, preparing them for real-world IT roles or Cisco certification exams.
Homepage:

Код:

https://www.udemy.com/course/setup-a-hub-and-spoke-network/

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 23:06

Free Download Udemy - Identifying Causal Effects for Data Scientists
Published: 4/2025
Created by: Zach Flynn
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 13 Lectures ( 2h 1m ) | Size: 1.3 GB

Causal Inference from First Principles Using Methods like Instrumental Variables and Difference-in-Differences and More
What you'll learn
Measure the causal impact of treatments for product analytics and policy evaluation
Think through causal inference problems from first principles
Map information you know about the world and the industry you work in into measures of causal impacts
Distinguish between what the data tells you about causal effects and what comes via your assumptions
Translate knowledge about how an industry or product works into bounds on treatment effects
Think carefully and deductively about making inference on treatment effects
Use instrumental variables with both heterogenous treatment effects and homogenous effects
Use the Conditional Independence Assumption to Identify Average Treatment Effects and the risks and potential bias from using the assumption
Use the parallel trends assumption to motivate difference-in-difference estimation, the downsides of the assumption, and a more robust alternative
Requirements
Basic statistics and probability. CDFs. Conditional Expectations.
Useful to have some background on linear regression.
Not a math-heavy course. Some algebra and basic properties of probability and expectations.
Description
The most common question you'll be asked in your career as a data scientist is: What was/is/will be the effect of X? In many roles, it's the only question you'll be asked. So it makes sense to learn how to answer it well.This course teaches you how to identify these "treatment effects" or "causal effects". It teaches you how to think about identifying causal relationships from first principles. You'll learn to ask:What does the data say by itself?What do I know about the world that the data doesn't know?What happens when I combine that knowledge with the data?This course teaches you how to approach these three questions, starting with a blank page. It teaches you to combine your knowledge of how the world works with data to find novel solutions to thorny data analysis problems.This course doesn't teach a "cookbook" of methods or some fixed procedure. It teaches you to think through identification problems step-by-step from first principles. As for specifics:This course takes you through various weak assumptions that bound the treatment effect-oftentimes, the relevant question is just: "Is the treatment effect positive?"-and stronger assumptions that pin the treatment effect down to a single value. We learn what the data alone-without any assumptions-tells us about treatment effects, and what we can learn from common assumptions, like:Random treatment assignment (Experimentation)Conditional independence assumptions (Inverse propensity weighting or regression analysis)Exclusion restrictions (Instrumental variable assumptions)Repeated Measurement assumptionsParallel Trends (Difference-in-difference)And many assumptions you will probably not see in other courses, like:Monotone instrumental variablesMonotone confoundingMonotone treatment selectionMonotone treatment responseMonotone trends(Why do they all include "monotone" in the name? The answer to that question is beyond the scope of this course.)Lectures include lecture notes, which make it easy to review the math step by step. The course also includes quizzes and assignments to practice using and applying the material.My background: I have a PhD in Economics from the University of Wisconsin - Madison and have worked primarily in the tech industry. I'm currently a Principal Data Scientist, working mainly on demand modeling and experimentation analysis problems-both examples of treatment effect estimation! I am from sunny San Diego, California, USA. I hope you'll try the Preview courses and enroll in the full course! I'm always available for Q/A.-Zach
Who this course is for
Data Scientists looking to expand their repertoire of methods for estimating causal effects
Data Scientists looking to improve their skills to derive novel approaches for measuring causal effects from first principles
People who know statistics but want to learn how to think carefully about identifying causal treatment effects
Anyone who wants to better understand how assumptions and data work together to identify treatment effects
Homepage:

Код:

https://www.udemy.com/course/identifying-causal-effects-for-data-scientists/

Код:

[b]AusFile[/b]
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WarezDownload · Понедельник в 23:07

Free Download Udemy - Java Game Development by Prashant S Jadhav
Published: 4/2025
Created by: Prashant S Jadhav
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 38 Lectures ( 2h 11m ) | Size: 1.5 GB

Learn to develop games in Java step by step from scratch. We will start from the very basic "Hello World" program.
What you'll learn
How to write shortest code to create 2D games in Java. Starting with just 4-5 lines to display shapes.
How to make use of keyboard and mouse events to control animations.
How to make various animations with shapes and images.
How to make your complete project right from scratch to end.
Requirements
JDK (Java Development Kit), Visual Studio Code or Netbeans or any other IDE
Basic understanding of OOPS and Java Programming
Description
Java Game Development Course: Create Fun Games with Less Code!Want to build awesome games without writing endless lines of code? This course is perfect for you! I'll guide you through the fundamentals of Java game development with a focus on simplicity and efficiency. Whether you're a beginner or looking to sharpen your skills, you'll learn how to bring your game ideas to life, step by step.What Practically You'll Learn:- Drawing Shapes: Master basic game graphics by creating simple shapes rectangles, ovals, squares and circles.- Working with Images: Learn how to use images and backgrounds to give your games a polished look.- Sound Effects: Add exciting audio to your games with easy-to-implement sound effects.- Moving Objects: Create dynamic, moving elements that bring your game world to life.- Double Buffering & Smooth Animations: Discover techniques to achieve smooth animations and ensure stable FPS for a polished experience.- Mouse & Keyboard Events: Learn how to capture mouse clicks and keyboard input for interactive gameplay.- Collision Detection: Implement basic collision detection to handle player-object interactions like hitting walls or collecting items.- Buttons & Menus: Build functional menus, buttons, and UI elements to make your game easy to navigate.- And More Cool Topics: We'll cover a range of exciting and practical topics to give you the tools to create engaging games.Hands-On Learning:This course isn't just theory-I'll guide you through the development of two complete games from start to finish. You'll apply everything you learn in real, playable projects, giving you the confidence and experience to create your own games.By the end of this course, you'll have a strong understanding of Java game development and a portfolio of games to showcase your skills. Get ready to bring your game ideas to life with less coding and more fun!
Who this course is for
1) One who has some knowledge of Java programming and wants to utilize it further in a creative way, 2) Students who want to create their game project for their final year project submission, 3) One who is a hobbyist and want to know how game development is done.
Homepage:

Код:

https://www.udemy.com/course/java-game-dev/

Код:

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Free Download Udemy - Machine Learning - Random Forest, Adaboost & Decision Tree
2025-02-25
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 1.77 GB | Duration: 2h 58m
Learn Advanced Machine Learning on Random Forest, Adaboost, Decision Trees Hands-on

What you'll learn
Knowing how to write a Python code for Random Forests.
Implementing AdaBoost using Python.
Having a solid knowledge about decision trees and how to extend it further with Random Forests.
Understanding the Machine Learning main problems and how to solve them.
Understanding the differences between Bagging and Boosting.
Reviewing the basic terminology for any machine learning algorithm.
Requirements
Python basics
NumPy, Matplotlib, Sci-Kit Learn
Basic Probability and Statistics
Description
In recent years, we've seen a resurgence in AI, or artificial intelligence, and machine learning.Machine learning has led to some amazing results, like being able to analyze medical images and predict diseases on-par with human experts.Google's AlphaGo program was able to beat a world champion in the strategy game go using deep reinforcement learning.Machine learning is even being used to program self driving cars, which is going to change the automotive industry forever. Imagine a world with drastically reduced car accidents, simply by removing the element of human error.Google famously announced that they are now "machine learning first", and companies like NVIDIA and Amazon have followed suit, and this is what's going to drive innovation in the coming years.Machine learning is embedded into all sorts of different products, and it's used in many industries, like finance, online advertising, medicine, and robotics.It is a widely applicable tool that will benefit you no matter what industry you're in, and it will also open up a ton of career opportunities once you get good.Machine learning also raises some philosophical questions. Are we building a machine that can think? What does it mean to be conscious? Will computers one day take over the world?This course is all about ensemble methods.In particular, we will study the Random Forest and AdaBoost algorithms in detail.To motivate our discussion, we will learn about an important topic in statistical learning, the bias-variance trade-off. We will then study the bootstrap technique and bagging as methods for reducing both bias and variance simultaneously.All the materials for this course are FREE. You can download and install Python, NumPy, and SciPy with simple commands on Windows, Linux, or Mac.This course focuses on "how to build and understand", not just "how to use". Anyone can learn to use an API in 15 minutes after reading some documentation. It's not about "remembering facts", it's about "seeing for yourself" via experimentation. It will teach you how to visualize what's happening in the model internally. If you want more than just a superficial look at machine learning models, this course is for you.
Who this course is for
Aspiring Data Scientists, Artificial Intelligence/Machine Learning/ Engineers, Student's/Professionals who have some basic knowledge in Machine Learning and want to know about the powerful models like Random Forest, AdaBoost, Entrepreneurs, professionals, and students who want to learn, and apply data science and machine learning to their work

Homepage:

Код:

https://www.udemy.com/course/random-forest-adaboost-decision-trees-in-machine-learning/

Код:

[b]AusFile[/b]
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