AI That Works: Leverage LLMs Fast with 4 Practical Projects

سرفصل های دوره

Cut the Noise, Build the AI: Learn GenAI Through Content Moderation, Trend Clustering, Custom Chatbots, and Retrieval

1 - AI-Powered Content Moderation Tool

1 -Intro

2 -Getting Started From Rules to Moderation Logic

3 -Making Moderation Smart Adding AI to Detect Rule Violations

4 -Enhancing Usability Building Reusable Functions for Moderation

5 -Explain, Then Decide Prompt Strategies for Smarter Moderation

6 -Closing the Loop Enhancing Moderation with Severity Scoring

2 - Legal FAQ Chatbot (RAG System)

1 -Introducing Retrieval-Augmented Systems and Embeddings

2 -Retrieval in Action Matching Legal Questions with Provisions

3 -Going Local Replacing APIs with Open-Source Models

4 -Generating Locally Setting Up Llama On-Device

5 -Smarter Search Improving Retrieval with Class-Based Filtering

3 - Trend Analysis & Content Generation

1 -Trend Analysis Preparing and Clustering Social Media Data

2 -Exploring Trends Visualizing and Filtering Clusters for Insights

3 -Real-Time Trends Generating Content That Engages

4 - Fine-Tunning Specialised Chat-Bots

1 -Introduction

2 -The Fastest Way to Customize AI (and Why Its Not Enough)

3 -AutoTrain for Quick Fine-Tuning

4 -Hardware for AI Training Options, Costs, and Trade-offs

5 -Preparing Your Training Environment

6 -Our First Fine-Tuning Teaching AI New Skills

7 -Our First Fine-Tuning Part 2

8 -Controlling AI Setting Boundaries in Training

5 - Conclusion The Bigger Picture

1 -Now You See the Whole Picture The Unfair Advantage

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تولید کننده: Udemy