LLM Testing Masterclass: Software QA for AI Language Models
Learn Professional AI Testing, LLM Validation, and RAG Application Testing from Scratch
LLM Testing Masterclass: Software QA for AI Language Models free download
Learn Professional AI Testing, LLM Validation, and RAG Application Testing from Scratch
What You'll Learn:
LLM Testing Fundamentals - Master functional and non-functional testing strategies for Large Language Models
Python AI Testing - Build robust test suites using native Python for machine learning applications
DeepEval Framework - Professional LLM evaluation and testing automation with industry-standard tools
RAG Testing - Test Retrieval Augmented Generation systems with Pinecone vector databases
Hallucination Detection - Identify and prevent AI model hallucinations in production environments
Performance Testing - Optimize LLM response times, accuracy, and reliability
Production AI Testing - Real-world testing strategies for enterprise AI applications
Course Content:
Neural Network Architecture - Understand LLM foundations and testing requirements
Comprehensive Testing Types - Functional testing (content processing, logical consistency) and non-functional testing (robustness, performance optimization)
Python Testing Implementation - Hands-on coding from basic concepts to advanced frameworks
DeepEval Mastery - Professional AI testing automation and continuous integration
Real-World Project - Build and test a complete shoe store RAG application with Pinecone integration
Perfect For:
AI Developers building LLM-powered applications
Machine Learning Engineers implementing production AI systems
QA Engineers transitioning to AI testing roles
Python Developers working with GPT, ChatGPT, and OpenAI APIs
Data Scientists validating generative AI models
Software Engineers integrating LLMs into existing applications
Prerequisites:
Basic Python knowledge and familiarity with AI/ML concepts
Why This Course:
Master the critical skills of LLM testing and AI quality assurance that companies desperately need. Learn industry-standard tools like DeepEval, work with cutting-edge technologies like RAG and vector databases, and build portfolio projects that demonstrate real-world AI testing expertise.
Tags: #LLMTesting #AITesting #MachineLearningTesting #PythonAI #DeepEval #RAGTesting #VectorDatabase #Pinecone #AIValidation #MLTesting #GenerativeAI #NLPTesting #AIQualityAssurance #LLMEvaluation #AIAutomation
