Ragas Courses and Certifications

Oxen

RAGAS - A Framework for Evaluating Retrieval Augmented Generation Systems

Explore RAGAS framework's key evaluation criteria for Retrieval Augmented Generation (RAG) systems, covering faithfulness, answer relevance, and context relevance metrics for improved AI performance.

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

Test AI & LLM App with DeepEval, RAGAs & more using Ollama

402 ratings at Udemy

2026 - Path to AI QA Engineer to test LLMs and AI Apps using DeepEval, RAGAs and HF Evaluate with Local LLMs like Ollama

• Udemy
• 10 hours 30 minutes
• On-Demand
• Paid Course

Donato Capitella

Hallucination Detection and Evaluation in RAG Systems - Using RAGAS and Lynx

Explore hallucination detection in RAG systems through RAGAS metrics and Lynx model, learning practical techniques to measure and improve response accuracy and faithfulness in LLM applications.

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

ADC - Audio Developer Conference

Confluence of Code and Classical Music: Ragas, Bach and Sonic Pi

Explore parallels between code and classical music, uncovering shared attributes and compositional methodologies. Learn to translate musical principles into algorithms using Sonic Pi for innovative melody-making.

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

James Briggs

AI Agent Evaluation with RAGAS Using LangChain, Claude 3, and Pinecone

Learn to evaluate AI agents using RAGAS, covering metrics like context recall, precision, faithfulness, and answer relevancy for improved RAG pipeline performance.

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

North Indian Classical Music I: Fundamental Elements

5 reviews

Explore fundamental elements of North Indian Classical Music, including Swara, Laya, Raga, and Tala. Learn to sing basic scales and patterns, preparing for advanced concepts in composition and performance.

• Kadenze
• 20 hours
• On-Demand
• Free Online Course

North Indian Classical Music III: Performance Practice

Explore the structure and improvisational techniques of North Indian Classical Music performances, including Khayal, Alaap, and Gat forms, with guided listening sessions and practice lessons.

• Kadenze
• 20 hours
• On-Demand
• Paid Course

Microcredential

North Indian Classical Music

Explore fundamental elements, raga composition, and performance practices of North Indian Classical Music. Learn to sing, play, and appreciate this rich musical tradition.

• Kadenze
• 54 hours
• On-Demand
• Paid Course

NPTEL;  IIT Madras

Appreciating Hindustani Music

Explore Hindustani Music's genres, focusing on Khayal. Learn about ragas, talas, improvisation, and gharanas through demonstrations and guided listening, blending contemporary practice with historical context.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Fundamental Concepts of Indian Classical Music

Explore the theoretical foundations of Hindustani classical music, covering Raga and Tala principles, musical forms, notation systems, and classification methods over 4 weeks.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Amazon Web Services;  Amazon

Lab - Build and evaluate Retrieval Augmented Generation (RAG) applications using Knowledge Bases for Amazon Bedrock

Master building RAG applications with Amazon Bedrock's Knowledge Bases through hands-on practice with Retrieve and RetrieveAndGenerate APIs, query reformulation, and evaluation using RAGAS framework.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Explore the intricacies of North Indian Classical Music performance, focusing on improvisation, composition structure, and development techniques in both vocal and instrumental forms.

• Kadenze
• 15 hours
• On-Demand
• Paid Course

Explore the fundamentals of North Indian Classical Music, focusing on Raga and Tala concepts. Learn melodic and rhythmic elements through explanations and hands-on practice exercises.

• Kadenze
• 20 hours
• On-Demand
• Paid Course

MLOps.community

Evaluating LLM Applications - Insights from Shahul Es

Explore LLM application evaluation with Shahul Es. Learn about debugging, benchmarks, custom data distributions, and fine-tuning to enhance model performance in this insightful discussion.

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

Donato Capitella

Faithfulness Checks and Hallucination Detection in RAG Pipelines - Lab Tutorial

Master techniques for evaluating and ensuring LLM response accuracy in RAG pipelines using tools like gpt4o-mini, Llama-index, RAGAS, and Azure's Groundedness API for reliable AI applications.

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