Why this course?

Description

Prompt Engineering is the art of crafting precise inputs to guide AI tools like ChatGPT and DALL·E. It helps generate accurate, creative, and high-quality outputs efficiently. This Masterclass covers essential techniques, prompt patterns, and context-building strategies. Learn to optimize AI for tasks like content creation, automation, data analysis, and creative projects. Mastering prompt engineering empowers you to turn ideas into impactful AI-driven results.

Agenda:

WEEK 1: Core Prompt Engineering Foundations
Build your foundation in prompt design, parameter tuning, and structured thinking for GenAI systems.

Day 1      Intro to Prompt Engineering & Generative AI (LLMs, use cases)
Day 2      Setup: Python, Anaconda, Colab – Environment & Best Practices
Day 3      Anatomy of a Prompt: Instructions, Contexts, Variables
Day 4      LLM Parameters: Temperature, Top-p, Tokens, Stop Sequences
Day 5      Writing Better Prompts: Templates, Iterations, Rewrites
Day 6      Chain-of-Thought (CoT) Prompting for Logic & Reasoning
Day 7      Zero-Shot vs Few-Shot Prompting with Real Examples

Mini Project: Prompt Rewriter App

WEEK 2: Functional Prompt Projects & LLM Thinking
Apply prompting to real-world data tasks, automation, and offline use cases.

Day 8      Role-play Prompts & System Prompts in GPT-based tools
Day 9      Prompt Debugging – Getting Accurate & Reliable Outputs
Day 10   Evaluating Prompts – BLEU, ROUGE, Human Feedback
Day 11   Build: Q&A Bot on Wikipedia Dataset (No API)
Day 12   Resume Summarizer + Skill Keyword Extractor
Day 13   Email Classifier using Prompt Logic
Day 14   Legal Document Analyzer using Prompt Templates

Mini Project: AI Resume Assistant 

WEEK 3: GenAI for Content Design & Automation
Unlock GenAI’s creative and automation capabilities for professionals and content creators.

Day 15   Flashcard Generator for Courses & Coaching Centers
Day 16   Data-to-Text Report Generator (CSV ➝ Summary Text)
Day 17   Natural Language ➝ SQL Query Generator
Day 18   Python Code Generator from Prompts
Day 19   Formal/Informal Text Rewriter using Prompt Blocks
Day 20   Bias/Offensive Text Cleaner using Prompt Chains
Day 21   AI Workout Plan Generator – Persona-Driven Prompting
Day 22   AI Story Writing Assistant (Style + Structure Prompting)
Day 23   Headline & Ad Copy Generator for Marketing
Day 24   Tech Interview Q&A Generator from Job Role

Mini Project: AI Syllabus Generator for Educators 

WEEK 4: APIs, LangChain & Capstone
Take your prompts into full-stack AI tools with OpenAI API, LangChain, and Streamlit for deployment.

Day 25   Roleplay Dialogue Rewriter – Scene-based Prompting
Day 26   OpenAI API App: Personal Tutor in Google Colab
Day 27   Customer Support Bot (Rule-based, Offline Prompt Logic)
Day 28   Domain-Specific Prompt System: Medical Diagnosis Assistant
Day 29   Multilingual Prompting: Translate, Rephrase, Localize
Day 30   Capstone: Prompt-Powered Knowledge Assistant with UI (Streamlit or Colab)

Project covered:

• Prompt Rewriter App
• AI Resume Assistant
• AI Syllabus Generator for Educators
• Prompt-Powered Knowledge Assistant with UI

Tools covered:

• Python
• Anaconda
• Google Colab
• Jupyter
• Streamlit
• Open AI
• Langchain