Course Hive
Search

Welcome

Sign in or create your account

Continue with Google
or
#46 Feedforward Neural Network | Machine Learning for Engineering & Science Applications
Play lesson

Machine Learning for Engineering & Science Applications | IIT Madras - #46 Feedforward Neural Network | Machine Learning for Engineering & Science Applications

Unlock the Future: Master AI & Machine Learning with NPTEL-IITM’s Comprehensive Course! Dive into Neural Networks, Deep Learning, Probabilities, and Optimization Techniques tailored for Engineering & Science Applications. Your AI journey starts here!

4.0 (2)
22 learners

What you'll learn

Understand the historical development and foundational concepts of artificial intelligence.
Gain proficiency in applying machine learning techniques to engineering and science problems.
Develop skills in using linear algebra and calculus for machine learning modeling.
Learn to implement and optimize machine learning algorithms using Python packages.

This course includes

  • 32 hours of video
  • Certificate of completion
  • Access on mobile and TV

Summary

Keywords

Full Transcript

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture introduces the concept of a feedforward neural network, which is a collection of artificial neurons organized into layers. The input layer receives the input data, the hidden layers process the data, and the output layer produces the final output. Deep networks are networks with more than one hidden layer. NPTEL Courses permit certifications that can be used for Course Credits in Indian Universities as per the UGC and AICTE notifications. To understand various certification options for this course, please visit https://nptel.ac.in/courses/106106198 #FeedforwardNeuralNetwork #NeuralNetwork #DeepNetwork #DeepLearning #InputLayer #HiddenLayers #OutputLayer

Course Hive

Continue this lesson in the app

Install CourseHive on Android or iOS to keep learning while you move.

Related Courses

FAQs

Course Hive
Download CourseHive
Keep learning anywhere