Home IIT Machine Learning for Engineering and Science Applications

Machine Learning for Engineering and Science Applications

221
0
Online Course Highlights
  • Prof. Ganapathy & Prof. Balaji Srinivasan via NPTEL
  • Co-ordinated by: IIT Madras
  • 12 Weeks Duration
  • Discipline: Computer Science and Engineering
  • Language: English

Syllabus

  • Overview of ML
  • Introduction to Probability Theory
  • Machine Representations
  • The Learning Paradigm
  • Deep Learning
  • CNNs
  • Image Classification
  • Activation Functions
  • Probability Distributions
  • MLE, MAP and Bayesian Regression
  • Live Session

Take This Online Course


More Related Courses:

Structuring Machine Learning Projects

  • DeepLearning.ai via Coursera
  • 5 hours of effort required
  • 308,994+ already enrolled!
  • ★★★★★ (44,735 Ratings)

Machine Learning

  • Stanford University via Coursera
  • 64 hours of effort required
  • 3,768,682+ students enrolled
  • ★★★★★ (151,613 Ratings)

Programming for Everybody – Getting Started with Python

  • Michigan University via Coursera
  • 96 hours of effort required
  • 914,425+ already enrolled!
  • ★★★★★ (318,541 Ratings)

Your Feedback:

Excellent Course

Rated 5 out of 5
March 11, 2021

Mesmerizing videos. Excellent and simple explanation. Highly recommend students to attend this course.

Jayanthi Raghavan

5
Rated 5 out of 5
5 out of 5 stars (based on 1 review)
Excellent100%
Very good0%
Average0%
Poor0%
Terrible0%