Deep Learning Fundamentals at Cognitive Class Overview
Deep Learning Fundamentals
at Cognitive Class
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 | Go to Website  |
Credential | Certificate |
Deep Learning Fundamentals
Table of contents
Deep Learning Fundamentals at Cognitive Class Highlights
Deep Learning Fundamentals
at Cognitive Class
- 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
Deep Learning Fundamentals at Cognitive Class Course details
Deep Learning Fundamentals
at Cognitive Class
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
Deep Learning Fundamentals
at Cognitive Class
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
Deep Learning Fundamentals
at Cognitive Class
4/5
4 Ratings- 3-42
Deep Learning Fundamentals
at Cognitive Class
Student Forum
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