Published 10/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 466.55 MB | Duration: 2h 9m
Exploratory Data Analysis (EDA) Revolution: Empowering Non-Engineers like Emma in Business Decision Making
What you'll learn
ChatGPT
Advanced Data Analysis
Code Interpreter
Exploratory Data Analysis (EDA)
Data-Driven Strategy
Data-Driven Decision Making
Requirements
A willingness to learn and practice
Description
Unlock the Power of Data Analysis Without Code: Join Our Revolutionary Course Today!Imagine stepping into a new role at a superstore's management planning department, tasked with analyzing past sales data to make decisions that shape the future. Exciting, right? But there's a catch: you need to know Python and statistics to fully understand and explore the data. If you're anything like Emma, a bright newcomer who doesn't have a background in programming or statistics, you might feel a bit intimidated. Yet, this is where our extraordinary course comes in.Welcome to the realm of no-code data analysis with Chappy, your reliable AI assistant powered by OpenAI. With this course, you will transcend barriers of programming and statistical knowledge, all thanks to the revolutionary technology of the ChatGPT Code Interpreter (now Advanced Data Analysis). In the course, you'll learn how to utilize this tool to its full potential and delve into data analysis like a seasoned pro, all without writing a single line of code.The beauty of this course is its unique approach towards learners who don't come from a traditional coding background. There is no need for precise instructions as in traditional programming. Simply express your requirements in natural language, your everyday words. Chappy is designed to understand and process the content, even if you make small mistakes in your language. This user-friendly characteristic ensures that the fear of encountering errors won't hinder your progress.Understanding the full process behind the analysis and conclusions is a fundamental element of this course. Even in a no-code environment, the process is key. Hence, Chappy doesn't just deliver conclusions but acts as your co-pilot throughout the course, guiding you to comprehend the process better and enabling you to steer the direction of your analysis.As part of the course, you'll get hands-on experience with actual datasets from a superstore available on Kaggle. This practical experience will open the doors to a multitude of data analysis perspectives. The course is meticulously structured and follows the process known as Exploratory Data Analysis (EDA), broken down into easy-to-understand steps:1. Data Exploration: Learn to understand what kind of data you have.2. Data Cleaning: Master the art of data preprocessing and cleaning.3. Descriptive Statistics: Summarize the central tendency, dispersion, and shape of your dataset's distribution.4. Exploratory Data Analysis: Dive into analyzing data sets and summarizing their main characteristics, often using visual methods.5. Observation and Analysis: Based on the previous steps, learn to interpret trends and patterns.Following these steps, you will learn to devise strategies to increase profits based on the results of the data analysis.When it comes to implementing strategies, the course provides you with a comprehensive guide:1. Learn to formulate strategies for each department within your budget.2. Develop a detailed action plan for the marketing department.3. Draft emails for effective campaigns.4. Measure the effect using A/B testing.So, even if you're a non-engineer like Emma, by the end of the course, you'll be equipped with the skills to perform data analysis and make data-driven decisions akin to a data scientist, and that too without any coding!The skills you acquire through this course will prove to be extremely beneficial for your business or profession. With Chappy by your side, fearlessly confront any business challenge that comes your way. Think of Chappy not just as a tool, but as a revolutionary and ingenious partner assisting you in solving real-world problems.This course embarks on a journey of no-code data analysis, with each step explained in a clear, concise, and understandable manner. Whether you're a newcomer like Emma or someone looking to enhance your data analysis skills, this course has something for everyone.Join us on this enriching adventure and step into the future of no-code data analysis. Take a leap, register for the course today, and be part of the data revolution.
Overview
Section 1: Introduction
Lecture 1 Stepping into the World of No-Code Data Analysis
Lecture 2 Demystifying ChatGPT: Emma's Journey into AI with Chappy
Lecture 3 Democratizing Data Analysis: A Guide to Using ChatGPT Code Interpreter
Lecture 4 Ask Better, Answer Better: A Tutorial on Prompting ChatGPT with Emma and Chappy
Section 2: EDA
Lecture 5 Emma's EDA Journey: An Introduction to Exploratory Data Analysis with ChatGPT
Lecture 6 Exploring Data Analysis with ChatGPT Code Interpreter: Utilizing Kaggle Datasets
Lecture 7 Unraveling the Dataset: Navigating through Data Exploration
Lecture 8 Code Interpreter Adventure: Emma's First Steps into Data Exploration with Chappy
Lecture 9 Exploring Data Cleaning with Chappy: A Non-Engineer's Adventure into Data Scienc
Lecture 10 ChatGPT and Emma's Dive into Descriptive Statistics: A No-Code Approach
Lecture 11 Demystifying Data: A Journey into Exploratory Data Analysis
Lecture 12 Unveiling Category Insights: A Visual Exploration of Sales, Profits, and Quantit
Lecture 13 Breaking Down Data: The Art of Sub-category Exploration with No-Code Tools
Lecture 14 No-Code Data Analysis with Chappy: Emma's Journey into Customer Segment Analysis
Lecture 15 Analyzing Shipping Modes: An Adventure in No-Code Data Analysis
Lecture 16 The Regional Rundown: Emma's No-Code Data Science Adventure with Chappy
Lecture 17 Business Insights Across Cities: Visualizing Sales, Profits, and Quantities
Lecture 18 From Analysis to Presentation: A Comprehensive Summary with Chappy
Section 3: Strategy
Lecture 19 Maximizing Profits with AI: A No-Code Approach with Emma and Chappy
Lecture 20 From Strategy to Action: AI-driven Implementation Planning with Emma and Chappy
Lecture 21 Data-Driven Marketing: A Journey of Strategic Planning with Emma and Chappy
Lecture 22 AI Assisted Email Drafting: Emma and Chappy's Marketing Collaboration
Lecture 23 The Power of A/B Testing: A Guide to Optimizing Email Campaigns with Chappy
Lecture 24 A Review of Data-Driven Decision Making with Emma and Chappy
Anyone who wants to learn to Manager Skills
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