Lead AI
Back to Courses
coursera
Coding
beginner
Certificate

Supervised Machine Learning: Regression and Classification

First course in Andrew Ng's ML Specialization — linear regression, logistic regression, and gradient descent.

by Andrew Ng4.9 (25,000 reviews)750,000 students33h42 lessons

Technologies & Tools

supervised-learning
regression
classification
gradient-descent

Dev AI Expertise Covered

Linear Regression
Logistic Regression
Gradient Descent
Regularization
NumPy
Pros
Best intro ML course
Clear teaching style
Updated 2022 content
Cons
-Basic for experienced devs
-Limited to supervised learning

Prerequisites

  • Basic Python
  • High school math

Instructor

A

Andrew Ng

Co-founder of Coursera, former head of Google Brain and Baidu AI.

Course Details

LanguageEnglish
Duration33h
Lessons42
CertificateYes