ChatGPT for Data Analytics: Full Course

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

🔑 Primary Resources for the Course
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💽 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
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0:00:00 Intro
0:02:22 Options and Setup
Sign up to ChatGPT: https://openai.com/chatgpt
Access ChatGPT: https://chat.openai.com/
0:06:59 Walkthrough
Course ChatBot: Data Analytics: https://lukeb.co/chatgpt_chatbot
0:11:56 Prompting
0:16:29 Settings
Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
0:20:41 Images
Pictures for Image: https://lukeb.co/chatgpt_images

2️⃣ Intro to Advanced Data Analysis
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0:26:39 Chapter Intro
0:28:29 ADA Timeout Issues
0:30:01 ADA Intro
Kaggle Job Posting Data Set: https://lukeb.co/FreeData
Chat History: https://lukeb.co/chat_ADA
0:37:48 Connecting to Data Sources
0:41:02 Exploring Data Set
0:45:54 Cleaning Data
0:47:57 Visualizing Data
0:52:19 Predicting Data
0:59:31 Data Set Limitations and Security
Large File: https://lukeb.co/chatgpt_large_file
1:02:01 Chapter Outro

3️⃣ Basic Analysis
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1:03:30 Chapter Intro
Kaggle Job Posting Data Set: https://lukeb.co/FreeData
1:07:15 Core Visualization
Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
1:16:36 Statistical Visualizations
1:27:15 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...
1:38:37 Numerical Data
1:45:51 Categorical Data
1:50:34 Types of Data Analytics
Types of Analytics: https://lukeb.co/4types_analytics
1:54:50 Descriptive Analysis
1:59:13 Diagnostic Analysis
2:05:04 Predictive Analysis
2:09:12 Prescriptive Analysis

4️⃣ Advanced ChatGPT
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2:13:04 Chapter Intro
2:18:19 Hallucinations
2:25:57 Prompting Best Practices
Prompt Formula by Jeff Su -    • Master the Perfect ChatGPT Prompt For...  
2:33:23 Custom Instructions
Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
2:39:10 GPTs
Course Chatbot: https://lukeb.co/chatgpt_chatbot

5️⃣ Intro to Plugins
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2:47:43 Chapter Intro
2:53:26 Browse with Bing
2:58:38 Time-Saver Plugins
3:03:38 Wolfram Plugin
3:08:20 DALL-E - Image Generation

6️⃣ Data Collection
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3:13:29 Chapter Intro
3:17:03 Public Data Sets
Kaggle: https://www.kaggle.com/datasets/lukeb...
Github: https://github.com/awesomedata/awesom...
Reddit:   / datasets  
Google: https://datasetsearch.research.google...
3:21:10 Web Scraping Intro
Glassdoor: https://www.glassdoor.com/Job/index.htm
3:30:23 Web Scraping Advanced
Building a bot to scrape job data -    • Building a bot to scrape job data… Ho...  
3:34:02 Course Wrap-up

Social Media / Contact Me
======================
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🅧 X/Twitter:   / lukebarousse  
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