Python, machine learning fundamentals, model training, inference pipelines, production-quality code, evaluation pipelines

Api Testing, FastAPI, Rest Apis, Python, Pytest, LLMs, Data Preprocessing, Data-Based Chatbots, Deployment, LLM Evaluations, Fine-Tuning, Data Processing

Pytest, Kubernetes, Python, Docker, LlamaIndex, Ragas, Deterministic vs AI systems, Azure OpenAI, AI Evaluation, LangSmith, CI CD, DeepEval, Guardrails, RAG Vector DB, LangChain, NeMo Guardrails, pgvector, AI Llama Guard, LLM OpenAI, FAISS

Machine Learning Algorithms, Data Science, Python, Data Preprocessing, Feature Engineering, R, Cloud-based AI Services, Deployment Strategies