Python Essentials for AI Agents: LLMs, APIs & LangChain (Video Course) is a hands-on certification that shows you how to build autonomous, tool-using agents that don't need babysitting. By leveling up your Python, Pandas/NumPy, SQL, API, and LLM skills (OpenAI, Gemini, Hugging Face), you'll gain increased productivity, a competitive advantage, improved decision-making, and a future-proof career with higher income potential and plenty of adaptability and growth. Enroll now to connect it all with LangChain and FastAPI and ship an agent that actually gets work done.
This certification covers the following topics:
- Core Python for AI agents: data types, control flow, functions, modules, and Pythonic patterns
- Working with files: CSV and JSON parsing, validation, and serialization
- Numerical computing with NumPy for fast array operations
- Data manipulation with Pandas for cleaning, joining, and feature prep
- Databases and SQL fundamentals for querying and persistence
- Consuming external APIs: authentication, pagination, and rate limits
- Building production APIs with FastAPI (and Flask) for serving agents
- LLMs in practice: OpenAI, Gemini, prompt strategies, and evaluation
- Using open-source models via Hugging Face and model selection trade-offs
- LangChain for tool-using agents: tools, memory, chaining, and retrieval
- Security and key management, error handling, and performance tuning
