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Prompt Engineering and Generative AI - Fundamentals
Published 3/2024
Created by Sathish Jayaraman
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 19 Lectures ( 1h 31m ) | Size: 813 MB[/center]

Large Language Models, GPT, Gemini, LLM fine-tuning, Few-Shot, Chain-of-Thought, Tree-of-Thoughts, Guardrails, Langchain

What you'll learn:
Fundamentals of Prompt Engineering and Generative AI.
Prompt Engineering Techniques : Zero-Shot, Few-Shot and Chain-of-Thought, Tree of Thoughts
Retrieval Augmented Generation fundamentals
RAGAS Evaluation Framework for LLM and LangSmith
Fine-tuning a Large Language Model
Guardrails for validating LLM response

Requirements:
Basic knowledge of data science and ML principles will be helpful
Familiarity with Python
A computer with internet to access course material