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AI & ML
From Python fundamentals to a deployed model — classification, regression, and a capstone project.
Syllabus
01
Python for ML
- NumPy & pandas
- Data cleaning
- Visualization
02
Core ML
- Regression
- Classification
- Model evaluation
03
Capstone
- End-to-end project with a deployed model
Assignments
A1
Exploratory data analysis
Clean and visualize a real-world dataset, documenting your findings.
A2
Classification model
Train and evaluate a classifier, comparing at least two algorithms.
A3
Capstone deployment
Deploy a trained model behind a simple API endpoint.
Notes & Downloads
Unlocked on your dashboard once you register.
PDF · Python for ML setup guidePDF · Model evaluation cheat sheetCode · Notebook templates
Course fee
₹6999
10 weeks · Advanced
- Instant dashboard access
- Downloadable notes & assignments
- Verifiable certificate on completion