• views: 237
• date: 1 December 2024
• posted by: voska89

What you'll learn

Build a Strong Foundation in Generative AI Topics including basics to advanced topics
Demonstrate Expertise in Fine-Tuning LLMs and RAG Framework
Effectively Address LLM Challenges in Interviews
Confidently Discuss LLM Evaluation Metrics and Prompt Engineering

Requirements

No pre-requisites

Description

This GenAI guide is your one-stop resource for mastering Generative AI interviews, packed with over 160 thoughtfully curated questions frequently asked by top multinational companies and innovative startups. Dive into the core topics of Generative AI, from foundational concepts to advanced techniques, ensuring you're fully prepared to tackle any challenge in this evolving field. Note: The PDF file is also available for free to downloadThe guide covers an extensive range of subjects, including the fundamentals of Generative AI, understanding Large Language Models (LLMs), mastering the Retrieval-Augmented Generation (RAG) framework, exploring the role of AI agents, and diving deep into fine-tuning techniques. You'll also learn how to address LLM hallucinations, engineer effective prompts, and evaluate AI systems using industry-standard metrics. Not only this but a separate section has been added to cover all the other topics not covered in any of the above-mentioned sections.Whether you're just starting your journey in Generative AI or are an experienced professional aiming to level up, this comprehensive guide will boost your confidence and expertise. Designed to enhance your preparation for interviews, it ensures you understand the practical and theoretical aspects of GenAI roles.Topics Covered:Generative AI BasicsLarge Language Models (LLMs)Fine-Tuning LLMsRetrieval-Augmented Generation (RAG) FrameworkAI AgentsManaging LLM HallucinationsLLM Evaluation MetricsOther important topicsPrepare to excel and land your dream role in Generative AI!

Overview

Section 1: Generative AI Interview Questions
Lecture 1 Generative AI Basics
Lecture 2 LLMs
Lecture 3 Prompt Engineering
Lecture 4 RAG Framework
Lecture 5 AI Agents
Lecture 6 Fine-Tuning LLMs
Lecture 7 LLM Evaluation
Lecture 8 LLM Hallucinations
Lecture 9 Other important concepts
Beginners in Generative AI

Homepage:

https://www.udemy.com/course/generative-ai-interview-questions/

   
   
   

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