Retrieval Augmented Generation Courses and Certifications

MLOps World: Machine Learning in Production

The Best Component for Your RAG System - Optimizing with AutoRAG

Optimize RAG systems automatically with AutoRAG. Boost performance by finding the ideal pipeline for your data and use-case through efficient evaluation of various modules.

• YouTube
• 45 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Function Calling for LLMs: RAG without a Vector Database

Explore function calling for LLMs to access structured data, enhancing RAG capabilities without vector databases. Learn to enrich tables with metadata for improved query performance.

• YouTube
• 39 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Better Chatbots with Advanced RAG Techniques

Explore advanced RAG techniques for building superior chatbots. Learn hybrid search, query generation, result filtering, re-ranking, and chunking to enhance information retrieval and user interactions.

• YouTube
• 49 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Mitigating RAG Hallucinations with Aporia Guardrails

Explore techniques to reduce hallucinations in Retrieval-Augmented Generation (RAG) systems using Aporia Guardrails, enhancing AI reliability and accuracy.

• YouTube
• 24 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 2

Explore Retrieval Augmented Generation using LangChain. Learn to build and optimize question-answering systems with vector stores, embedding models, and LLMs for private data applications.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Simplified Chinese)

Dive into building RAG workflows with Amazon OpenSearch Service to enhance AI response accuracy through advanced information retrieval and text generation techniques.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

SK AI SUMMIT 2024

Retriever Strategies for RAG (Retrieval Augmented Generation)

Dive into effective Retriever strategies for RAG implementation in enterprise data, focusing on optimizing LLM performance and reducing hallucinations.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Foundations of Local Large Language models

10 ratings at Coursera

Gain hands-on experience with local Large Language Models, from setup to deployment, exploring tools, programming languages, and responsible AI practices.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

End to End LLMs with Azure

Comprehensive Azure training for building LLM applications. Deploy models, use APIs, integrate with Python, and explore RAG. Implement Azure Search and streamline deployments with GitHub Actions.

• Coursera
• 9 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Prompt Engineering for Everyone

114 ratings at Coursera

Unlock AI's potential through advanced prompt engineering techniques. Master in-context learning, RAG, template-based outputs, and real-world applications for enhanced productivity and creativity.

• Coursera
• 8 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI and Model Selection

Explore generative AI model selection, deployment options, and performance optimization. Master evaluation techniques and troubleshooting strategies for effective AI implementation in real-world projects.

• Coursera
• 3 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI and ESG

Gain insights into leveraging generative AI technologies for enhancing ESG practices, from data analysis and risk assessment to regulatory compliance and sustainable business transformation.

• Coursera
• 9 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Complete Generative AI Course With Langchain and Huggingface

3557 ratings at Udemy

Complete Guide to Building, Deploying, and Optimizing Generative AI with Langchain and Huggingface

• Udemy
• 2 days 6 hours 7 minutes
• On-Demand
• Paid Course

Applied Generative AI and Natural Language Processing

301 ratings at Udemy

Understand Generative AI, Prompt Engineering, Huggingface-Models, LLMs, Vector Databases, RAG, OpenAI, Claude, Llama2

• Udemy
• 9 hours 54 minutes
• On-Demand
• Paid Course

AI Prompt Engineering and RAG for Software Engineers

109 ratings at Udemy

Become more productive and use AI technologies more efficiently using Prompt Engineering. Future-proof your career now!

• Udemy
• 2 hours 3 minutes
• On-Demand
• Paid Course