ChatGPT Essentials
for Data Analytics Course

✅ Overview of AI and Data Analytics

✅ Historical Development and Evolution of AI

✅ Importance of AI in Business Context

✅ Addressing Common AI Myths and Misconceptions

✅ Challenges and Limitations of AI

✅ Overview of AI Applications across Business Sectors

✅ AI Technologies Pioneering Business Innovation

✅ Influence of AI on Business Strategy and Operations

✅ Case studies: Best Practices from Successful AI

✅ Implementations Potential Pitfalls in Business AI Integration

✅ Introduction to Large Language Models (LLMs)

✅ Unveiling OpenAI’s GPT Series

✅ Comprehensive Look at ChatGPT

✅ Tailoring ChatGPT Responses

✅ Business Applications of LLMs and ChatGPT

✅ Crafting Effective Prompts

✅ Persona Pattern

✅ Question Refinement Technique

✅ Audience Persona Technique

✅ Flipped Interaction Strategy

✅ Educating the Model: Few-Shots Prompts

✅ Interactive Gameplay for Prompt Engineering

✅ Template Design Pattern

✅ Recipe Formation Pattern

✅ Alternative Approaches and Techniques

✅ Using the Outline Method

✅ Fact Verification Techniques

✅ Best Practices in Prompt Engineering

✅ Mastering Excel Functions

✅ Formulating Complex Formulas

✅ Automating Tasks through VBA

✅ Generating Sample Data Sets

✅ Transitioning from Excel to Google Sheets

✅ Implementing Conditional Formatting

✅ Automation with Google App scripts

✅ Crafting a Comprehensive Data Dictionary

✅ Calendar Table Creation

✅ Incorporating Fiscal Years

✅ Solving Coding Problems in M Language and DAX

✅ Code Formatting and Optimization

✅ Introduction to DAX

✅ Generating DAX formulas

✅ Visualization Tips and Tricks

✅ Generating Python Scripts

✅ Collaboration with Google Colab

✅ Advanced Data Visualization Techniques in Python

✅ Grasping Core SQL Principles

✅ Producing SQL Scripts