Course curriculum

    1. How to Protect Your Privacy

    2. Understanding the 3 Types of AI

    3. Speak the Same Language as AI

    4. Creating your Auto-Reply Email Generator

    5. Using Our Best Prompting Principles

    6. What are AI Language Models?

    7. Learning Approaches in AI

    8. Types of Prompts

    9. Query Decomposition

    10. Memory Management

    11. Role Based Prompting

    12. Ensuring Semantic Coherence

    13. Answer Engineering

    14. Pitfalls and Limitations of LLMs

    15. Pricing and the Role of Tokens

    16. Generate and Analyze Images with GPT-4 (Multimodal)

    17. Follow Along

    1. [DEMO] Building a LinkedIn Summary Prompt

    2. What Are Hyper-Parameters?

    3. Choosing the Mode

    4. Selecting the Model

    5. Using Zero Shot Prompting

    6. Populating the Prompt

    7. Using Token Probabilities

    8. Controlling Computational Creativity

    9. Optimising Max Length

    10. Frequency and Presence Penalty

    11. Using 'Best Of'

    12. Inject Start and Restart Text

    1. [DEMO] Building a Blog Post Generator Prompt

    2. System, User and Assistant Messages

    3. Role Prompt the AI

    4. One Shot Prompting

    5. Few Shot Prompting

    6. Blog SEO

    7. Using AI to Review AI

    8. Advanced Utilisation of the System Message

    9. Setting Custom Instructions for ChatGPT

    1. [DEMO] Building a Powerpoint Presentation Generator Prompt

    2. Leveraging the Power of System Messages

    3. Discrete Prompting in the System Message

    4. Combining Discrete and Continuous Prompts

    5. Amend your Code with GPT

    6. Playground vs ChatGPT for Code

    1. [DEMO] Building a Currency Converter Prompt

    2. Response Analysis and its Importance

    3. What are Hallucinations

    4. Dealing with Hallucinations

    5. Re-training ChatGPT

    6. Validating Code Syntax

    7. Validating Web-Scraped Data in ChatGPT

    8. Domain Knowledge Validation

About this course