Master Study AI

Generative AI and Prompt Engineering

artificial-intelligence-ai.

Course Modules:

Module 1: Introduction to Generative AI

What is generative AI?

Evolution of language models (GPT, BERT, Claude, etc.)

Key differences: generative vs. discriminative models

Module 2: Foundations of Prompt Engineering

What is prompt engineering and why it matters

Anatomy of a good prompt

Prompt design principles (clarity, context, constraints)

Module 3: Prompt Techniques & Patterns

Zero-shot, one-shot, and few-shot prompting

Prompt chaining and re-prompting

Using system prompts and instruction formatting

Module 4: Working with Language Models (LLMs)

Overview of models like ChatGPT, Claude, and LLaMA

Temperature, top-p, and other tuning parameters

Token limitations and model context windows

Module 5: Prompt Engineering for Text Tasks

Text summarization and rewriting

Text classification and sentiment analysis

Content generation (emails, blogs, stories)

Module 6: Prompt Engineering for Structured Tasks

Code generation and debugging

Data extraction and transformation

Converting unstructured inputs into structured outputs

Module 7: Creativity with Generative AI

Art, poetry, and story generation

Role-playing and interactive use cases

Game design, quizzes, and simulations

Module 8: Evaluation & Iteration Strategies

Measuring prompt quality (relevance, coherence, creativity)

A/B testing prompts

Prompt libraries and reusable templates

Module 9: Ethics, Bias & Responsible Use

Detecting and mitigating harmful outputs

Bias in generative models

Human-in-the-loop validation for safety

Module 10: Final Capstone Project

Choose from:

Designing an AI-powered customer assistant

Building a prompt-driven educational tutor

Automating content creation with prompt pipelines

Submit prompt logic, use-case demo, and performance review

 

🧠Master Study NLP Fundamentals: The Foundation of Language Understanding in AI

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