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Deep Learning Fundamentals 

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Deep Learning Fundamentals
 at 
Cognitive Class 
Overview

This free course presents a holistic approach to Deep Learning and answers fundamental questions about what Deep Learning is and why it matters

Duration

3 hours

Mode of learning

Online

Schedule type

Self paced

Official Website

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Credential

Certificate

Deep Learning Fundamentals
 at 
Cognitive Class 
Highlights

  • This course is free.
  • It is self-paced.
  • It can be taken at any time.
  • It can be audited as many times as you wish.
Read more
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Deep Learning Fundamentals
 at 
Cognitive Class 
Course details

Skills you will learn
What are the course deliverables?
  • Deep Learning presents a simplified explanation of some of the hottest topics in data science
More about this course
  • Deep Learning, the field of study that teaches machines to perceive the world.
  • Starting with a series that simplifies Deep Learning, DeepLearning.TV features topics such as How To’s, reviews of software libraries and applications, and interviews with key individuals in the field
  • The goal is to improve student understanding of the topic so that they can better utilize Deep Learning in their own projects

Deep Learning Fundamentals
 at 
Cognitive Class 
Curriculum

Module 1 - Deep Learning Concepts

What is a neural network?

Why Deep Learning?

How to choose between deep neural networks?

An old problem: The Vanishing Gradient

Restricted Boltzmann Machines

Deep Belief Networks

Module 2 - Deep Learning Concepts Continued

Convolutional Networks

Recurrent Nets

Autoencoders

Recursive Neural Tensor Nets

Deep Learning Use Cases

Module 3 - Platforms for Deep Learning

What is a Deep Learning Platform?

H2O.ai

Dato GraphLab

Module 4 - Deep Learning Software Libraries

What is a Deep Learning Library?

Theano

Deeplearning4j

Torch

Caffe

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Deep Learning Fundamentals
 at 
Cognitive Class 
Students Ratings & Reviews

4/5
Verified Icon2 Ratings
S
Shubham Sharad Koli
Deep Learning Fundamentals
Offered by Cognitive Class
4
Learning Experience: Neural networks and data structures algorithms
Faculty: Instructors did not teach well Curriculum was relevant and comprehensive
Course Support: Career support was helpful
Reviewed on 9 Apr 2022Read More
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A
Ankit Gupta
Deep Learning Fundamentals
Offered by Cognitive Class
4
Learning Experience: Every thing good.
Faculty: Faculty is good Course Structure is small and easy to complete and learn.
Course Support: No
Reviewed on 27 Feb 2022Read More
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Deep Learning Fundamentals
 at 
Cognitive Class 

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