ChatGPT for Data Analytics: Full Course

🙌 Support the Course & Earn a Certificate 👉 https://lukeb.co/ChatGPT_Extras

🔑 Primary Resources for the Course
============================
💽 Job Posting Data Set: https://lukeb.co/FreeData
🤖 Course Chatbot: https://lukeb.co/chatgpt_chatbot
🔢 My Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
📝 Sign up to get my ChatGPT cheat sheet: https://lukebarousse.com/

1️⃣ Intro to ChatGPT
================
00:00 Intro
02:22 Options and Setup
- Sign up to ChatGPT: https://openai.com/chatgpt
- Access ChatGPT: https://chat.openai.com/
06:59 Walkthrough
- Course ChatBot: Data Analytics: https://lukeb.co/chatgpt_chatbot
11:56 Prompting
16:28 Settings
- Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
20:40 Images
- Pictures for Image: https://lukeb.co/chatgpt_images

2️⃣ Intro to Advanced Data Analysis
===========================
26:38 Chapter Intro
28:28 ADA Timeout Issues
30:00 ADA Intro
- Kaggle Job Posting Data Set: https://lukeb.co/FreeData
- Chat History: https://lukeb.co/chat_ADA
37:46 Connecting to Data Sources
41:00 Exploring Data Set
45:52 Cleaning Data
47:55 Visualizing Data
52:16 Predicting Data
59:28 Data Set Limitations and Security
- Large File: https://lukeb.co/chatgpt_large_file
1:01:58 Chapter Outro

3️⃣ Basic Analysis
==============
1:03:27 Chapter Intro
- Kaggle Job Posting Data Set: https://lukeb.co/FreeData
1:07:11 Core Visualization
- Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
1:16:32 Statistical Visualizations
1:27:10 Visualization Best Practices
- The Book Every Data Analyst Should Read:    • The book every Data Analyst should read  
- Visual Vocabulary: https://www.tableau.com/solutions/gal...
1:38:31 Numerical Data
1:45:45 Categorical Data
1:50:28 Types of Data Analytics
- Types of Analytics: https://lukeb.co/4types_analytics
1:54:43 Descriptive Analysis
1:59:06 Diagnostic Analysis
2:04:57 Predictive Analysis
2:09:05 Prescriptive Analysis

4️⃣ Advanced ChatGPT
==================
2:12:56 Chapter Intro
2:18:11 Hallucinations
2:25:48 Prompting Best Practices
- Prompt Formula by Jeff Su -    • Master the Perfect ChatGPT Prompt For...  
2:33:14 Custom Instructions
- Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
2:39:01 GPTs
- Course Chatbot: https://lukeb.co/chatgpt_chatbot

5️⃣ Intro to Plugins
===============
2:47:33 Chapter Intro
2:53:16 Browse with Bing
2:58:27 Time-Saver Plugins
3:03:27 Wolfram Plugin
3:08:09 DALL-E - Image Generation

6️⃣ Data Collection
===============
3:13:18 Chapter Intro
3:16:51 Public Data Sets
- Kaggle: https://www.kaggle.com/datasets/lukeb...
- Github: https://github.com/awesomedata/awesom...
- Reddit:   / datasets  
- Google: https://datasetsearch.research.google...
3:20:58 Web Scraping Intro
- Glassdoor: https://www.glassdoor.com/Job/index.htm
3:30:10 Web Scraping Advanced
- Building a bot to scrape job data -    • Building a bot to scrape job data… Ho...  
3:33:49 Course Wrap-up

Social Media / Contact Me
======================
📫Newsletter: https://www.lukebarousse.com/
👨🏼‍💼 Linkedin:   / luke-b  
🅧 X/Twitter:   / lukebarousse  
🌄 Instagram:   / lukebarousse  
⏰ TikTok:   / lukebarousse  

#datanerd #dataanalyst #chatgpt