Data Science · BeginnerSample data
Machine Learning Foundations
By Northbridge University (sample). 6 weeks · 4–5 h/week. Free (certificate ₹2,499).
About this course
A practical, project-first course in data science for students and early learners. Short videos, weekly quizzes and one project you can show in applications.
Syllabus
Week 1Python and NumPy refresher
Videos, reading and a short quiz on python and numpy refresher. About 2 hours.
Week 2Regression and classification
Videos, reading and a short quiz on regression and classification. About 3 hours.
Week 3Model evaluation
Videos, reading and a short quiz on model evaluation. About 4 hours.
Week 4Trees and ensembles
Videos, reading and a short quiz on trees and ensembles. About 2 hours.
Week 5Intro to neural networks
Videos, reading and a short quiz on intro to neural networks. About 3 hours.
Week 6Capstone: predict exam scores
Videos, reading and a short quiz on capstone: predict exam scores. About 4 hours.
Skills you will build
Bars show how much of the course time goes to each skill (sample).
Provider
Northbridge University (sample)
Courses for students, taught by practitioners.
Learner reviews
Short videos and a real project at the end. I used it in my college application.
Good pace. The quizzes could be harder.
My daughter finished it in three weekends and kept going.
FAQs
Is it really free?
Free (certificate ₹2,499).
Do I get a certificate?
Yes, on completion (paid add-on).
Can I do it in Class 11?
Yes, no prior experience is needed.
Learn the skills your career needs
Your assessment report suggests skills to start with.
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