Published On Jan 26, 2024
š Support the Course & Earn a Certificate š https://lukeb.co/ChatGPT_Extras
š Primary Resources for the Course
============================
š½ Job Posting Data Set: https://lukeb.co/FreeData
š¤ Course Chatbot: https://lukeb.co/chatgpt_chatbot
š¢ My Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
š Sign up to get my ChatGPT cheat sheet: https://lukebarousse.com/
1ļøā£ 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
2ļøā£ Intro to Advanced Data Analysis
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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
3ļøā£ Basic Analysis
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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: Ā Ā Ā ā¢Ā TheĀ bookĀ everyĀ DataĀ AnalystĀ shouldĀ readĀ Ā
- 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
4ļøā£ Advanced ChatGPT
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2:12:56 Chapter Intro
2:18:11 Hallucinations
2:25:48 Prompting Best Practices
- Prompt Formula by Jeff Su - Ā Ā Ā ā¢Ā MasterĀ theĀ PerfectĀ ChatGPTĀ PromptĀ For...Ā Ā
2:33:14 Custom Instructions
- Custom Instructions: https://lukeb.co/chatgpt_custom_instr...
2:39:01 GPTs
- Course Chatbot: https://lukeb.co/chatgpt_chatbot
5ļøā£ 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
6ļøā£ 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: Ā Ā /Ā datasetsĀ Ā
- 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 - Ā Ā Ā ā¢Ā BuildingĀ aĀ botĀ toĀ scrapeĀ jobĀ dataā¦Ā Ho...Ā Ā
3:33:49 Course Wrap-up
Social Media / Contact Me
======================
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