IT Training
AI & Machine Learning
A modern AI program balancing fundamentals with practical building. Learn Python and machine learning basics, then build production LLM applications — chatbots, RAG systems, and autonomous agents — using industry tools.
Course details
Build with LLMs and machine learning
- Duration
- 5 months
- Level
- Intermediate to Advanced
- Format
- Live + Projects
- Certificate
- On completion
Curriculum
What you'll learn
A structured path from fundamentals to job-ready skills, with hands-on projects throughout.
01
Python for AI
- Python essentials
- NumPy & Pandas
- Data wrangling
- APIs
02
ML Foundations
- Supervised learning
- Model evaluation
- Feature engineering
- scikit-learn
03
LLMs & Prompting
- How LLMs work
- Prompt engineering
- Embeddings
- Vector databases
04
Building AI Apps
- RAG pipelines
- AI agents & tools
- Guardrails & evals
- Deployment
Outcomes
Where you'll land
- Build LLM applications
- Create RAG & agents
- ML fundamentals
- AI portfolio projects
Tools & tech
What you'll master
PythonPyTorchVercel AI SDKOpenAIVector DBsLangGraph
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