Week 1

1. First Assignment 

   • Use Pandas Ai on Python

   • Pandas means Panel Data (data that goes into panels or database)

2. Learn about Pandas Ai

   • EDA with Ai

   • 
     

3. Start posting on Medium.com 

   • Post projects on as you complete them

   • Minimum 2 per week

4. Smart Dataframe:

   • Combine Pandas & ChatGPT

5. Build a simple Saas solution for your industry

   • Voiceflow bot for contractor's or attorney's to get answers

   • Check The Valenzuala Group for Voiceflow bot they are using

6. To have the GPT analyze a PDF

   • upload PDF to OpenAi 'Files' in the settings section

   • is OCR image or text

Week 2

1. Create a Medium article using ChatGPT (generate images with Ai also)

   • Prompt:  Please create a formatted Medium.com article that is intuitive, includes code, prompts and make sure all code and prompts are explained.  Please write on this topic.

     • Generative Ai assisted Data Analytics

     • Technical aspects of cleaning the data

     • Data content quality evaluation

     • Dealing with data error

     • Investigating unclear data

2. On Medium when posting add to the following topics:

   • • Data Science, Machine Learning, Artificial Intelligence, Technology and ChatGPT.

3. Create a LinkedIn post with ChatGPT

   • • Prompt:  create a short attention grabbing LinkedIn post that refences the article located here:  (add link to original Medium article here).  The audience is college professors and students.

     • To keep copy of work you can ask the GPT to create a file to download.  It can be an Excel, PDF or markdown format for Github post.  

4. Create your own GPT

Week 3

1. Generative Ai assisted data analytics

   • Prompt 1: Provide me with a complete Python code solution required to answer this question on the most common product categories in the dataset.

   • Prompt 2: Provide me with a complete Python code solution required to answer the question, "What are the most popular product categories in terms of sales volume and revenue, and how do their sales performance vary across different regions in Brazil?"

   • Prompt 3: Can you propose visualization methods for sales_by_region DataFrame, which would allow answering the posed research question?

   • Prompt 4: Can you propose visualization methods for sales_by_region DataFrame, which would allow answering the posed research question?

2. Learn Folium to build maps with Python

3. Use GPT to come up with a plan 

Week 7 - 

1. Set up an Azure account

   • Get free key from school 

   • Ai Search

   • Semantic search application

   • Cognitive search

2. Azure is a cloud provider

   • MS Data Center lease virtual machine

     • Rent RAM, CPU, Disk

3. 
   

Week 8 - Text Analysis

1. Frequency Analysis

2. Trigrams

3. Co-occurance Analysis

4. OpenAi to Prompt

   • https://chat.openai.com/share/35df87c4-eb67-487a-8a3e-e9d86e1789ff

5. Read the full chapter on drlee.ai