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Machine Learning Course

Understand and build ML models — from regression to clustering.

Home Programs Machine Learning Course
Course

Machine Learning Course

Understand and build ML models — from regression to clustering.

8–12 Weeks Online Intermediate Affordable Fee
Browse & Enroll Create a Free Account
Verified Certificate
on successful completion

Program Overview

This Machine Learning Course focuses on building models you understand. You implement core algorithms, learn to evaluate them honestly, and apply them to real datasets with mentor guidance.

You finish with ML projects and a verified certificate. The course is online and affordably priced for students across India.

What You'll Learn

Implement regression, classification and clustering
Understand model intuition and tradeoffs
Evaluate models and prevent overfitting
Engineer features and tune hyperparameters
Build documented ML projects

Curriculum / Syllabus

  • ML workflow
  • Data prep for ML
  • Train/test split

  • Linear & logistic regression
  • Trees & forests
  • SVM & kNN

  • Metrics & validation
  • Bias-variance
  • Cross-validation

  • k-Means
  • PCA

  • Modelling project
  • Tuning
  • Capstone

Tools & Technologies

Python scikit-learn NumPy Pandas Matplotlib Jupyter

Who Is This For?

Students who know Python and want ML depth

Aspiring ML engineers and researchers

Data analysts moving into modelling

Frequently Asked Questions

Basic Python is recommended. We cover the rest, including the math intuition.

Yes, a verified certificate with an online-verifiable ID.

Yes, fully online and priced for students in India.

Why SIR Foundation?

Verified Certificate
Unique ID, recruiter-checkable online.
1-on-1 Mentorship
Guided by working professionals.
Project-Based
Build a real, portfolio-ready project.
Affordable Access
Non-profit pricing for every student.

Ready to start?

Join Machine Learning Course and take the next step in your career.

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Start Your Journey with SIR Foundation

Affordable, industry-aligned learning with mentorship and a verified certificate. Take the first step today.

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