Applied AI & Machine Learning
Move beyond notebooks. Design, train and ship ML systems that solve real product problems.
What you'll learn
Frame business problems as ML tasks
Build models with scikit-learn
Design neural networks in PyTorch
Work with LLMs and embeddings
Package models as production APIs
Course overview
Production-focused ML program covering modelling fundamentals, applied deep learning, LLM prompting and packaging models behind clean APIs. Every module ends with a portfolio project.
Curriculum
A structured path from foundations to career readiness.
Projects you'll build
Customer churn dashboard
Image classifier REST service
Retrieval-augmented chatbot
Who this course is for
- • Students & fresh graduates entering the field
- • Working professionals upskilling for their next role
- • Career switchers moving into technology
Prerequisites
- • Comfort with Python
- • Familiarity with statistics
Certification
Earn a TechZeno certificate that recognises the completion of assignments, projects and the capstone.
Career relevance
This program maps directly to the day-to-day skills used in modern ai & machine learning roles across product teams and services companies.
Frequently asked
Ready to start building your next skill? shouldn't wait.
Enroll in this program or speak to an advisor to find the right fit.