Foundations of Prompt Engineering and LLMs
Master the art of crafting effective prompts for AI models like GPT-4 and Claude. Covers zero-shot, few-shot, chain-of-thought prompting techniques, common pitfalls, and real-world applications in customer support, coding, and content generation.
Duration
2 weeks
Lessons
22 lessons
Level
Beginner
Price
Free
Resource Outline
Module 1: Introduction to Prompt Engineering
- What is Prompt Engineering?
- Why is Prompt Engineering Important?
- Real-World Applications
- Historical Context
Module 2: Types of Prompting Techniques
- Zero-Shot Prompting
- One-Shot Prompting
- Few-Shot Prompting
- Chain of Thought (CoT) Prompting
- Tree of Thought (ToT) Prompting
Module 3: Common Issues in Prompt Engineering
- Sensitivity to Wording
- Lack of Consistency
- Bias in Responses
- Prompt Injection Attacks
What You'll Learn
Pre-requisites
- Basic understanding of AI concepts
- Familiarity with using chat interfaces
- No programming experience required
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Your Instructor
Deepak Chawla
Founder of HiDevs
Deepak Chawla is a Data Scientist with over seven years of experience in AI, Machine Learning, and Cloud Computing. He co-founded HiDevs to build the largest Generative AI workforce. Prior to HiDevs, he worked at AI Planet, Coffeebeans, Merito, Easyrewardz, Bridgelabz, and Hidden Talent. He studied at M.L.V. Textile Engineering College in Bhilwara. Deepak developed the app "CorrectMe" and offers AI courses through HiDevs.