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
chatgpt prompt list
Excel
No comments:
Post a Comment