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🐍 Python for AI Engineering

A Python course built for engineers who need to read, write and ship AI and data code.

⏱ 6 weeks Live Online β€’ Small batch

Overview

This is not a generic Python course. Every exercise is chosen to build the fluency you need for AI engineering, data work and automation: clean code, APIs, data handling and working with LLM SDKs.

What you will learn

  • Python idioms and clean code
  • Data manipulation with Pandas
  • Working with APIs and JSON
  • Virtual environments and packaging
  • Calling LLM APIs programmatically
  • Building small CLI and web tools

Tools & technologies

🐍PythonπŸ“ŠPandasπŸ“ˆNumPyπŸ“Jupyter⚑FastAPI🐳DockerπŸ€–OpenAI SDKπŸ“¦PyPI

Syllabus

  • Variables, collections and functions
  • Object-oriented thinking
  • Error handling
  • File and JSON processing
  • Pandas for tabular data
  • Cleaning and transformation
  • Aggregation and joins
  • Visualisation with matplotlib
  • HTTP and REST basics
  • Consuming APIs
  • Building small APIs
  • Scheduling and scripting
  • OpenAI and Anthropic SDKs
  • Prompts from code
  • Structured outputs
  • Building a summariser
  • Virtual environments
  • Testing small utilities
  • Logging
  • Packaging basics
  • End-to-end mini project
  • Code review
  • Documentation
  • Interview Q&A
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