Mastering AI: Tools, Applications, and Ethical Considerations – Course 1: Understanding AI & Ethics

Course Objectives:

  • Gain a foundational understanding of AI concepts and terminology.
  • Explore the capabilities and limitations of Large Language Models (LLMs).
  • Understand and navigate the ethical considerations surrounding AI implementation.
  • Master the art of prompting for optimal AI results.

Course Content

Lesson 1: Understanding AI & Automation: The Basics Explained
4 Topics
1 Quiz
What is Automation? (And where you see it)
What is Artificial Intelligence (AI)? (And its examples)
Automation vs. AI: Key Differences
Intro to Large Language Models (LLMs)
Course 1 Lesson 1
Lesson 2: Diving Deeper into Large Language Models (LLMs)
3 Topics
1 Quiz
AI/LLM Terminology and Core Concepts
How ChatGPT Works: Mechanics and Limitations
Better Understanding the LLM Process and the “T” in GPT: An Overview on “Transformers”
Course 1 Lesson 2
Lesson 3: Navigating the Ethical Landscape of AI
5 Topics
1 Quiz
Bias and Fairness
Data Privacy and Security Concerns
The impact of AI on employment and society
Developing guidelines for responsible AI
Explainable AI(XAI) and why it’s important
Course 1 Lesson 3
Lesson 4: Mastering the Art of Prompting for Optimal AI Results
5 Topics
1 Quiz
What is a Prompt? Understanding the importance of clear and specific prompts.
Prompt engineering techniques: role-playing, constraints, examples.
Iterative prompting and refining prompts for better results.
Zero-shot, one-shot, and few-shot prompting
Prompting for different tasks: creative writing, data analysis etc.
Course 1 Lesson 4