Posted By Cluzter Ops3October 1, 2020184 views 1 like
Cognitive Class is powered by the technology and content provided by the IBM Developer Skills Network. IBM Developer Skills Network is a recognized source of top-quality courses on topics including artificial intelligence (AI), machine learning, data science, big data, analytics, databases, cloud... moreCognitive Class is powered by the technology and content provided by the IBM Developer Skills Network. IBM Developer Skills Network is a recognized source of top-quality courses on topics including artificial intelligence (AI), machine learning, data science, big data, analytics, databases, cloud native development, blockchain and a lot more
Get a crash course on the what there is to learn and how to go about learning more. Deep Learning presents a simplified explanation of some of the hottest topics in data science today:
What is Deep Learning?
What are are convolutional neural networks?
Why is deep learning so powerful and what can it be used for?
Be part of a rapidly growing field in data science; there's no better time than now to get started with neural networks
COURSE SYLLABUS
Module 1 - Introduction to Deep Learning
Why Deep Learning?
What is a neural network?
Three reasons to go Deep
Your choice of Deep Net
An old problem: The Vanishing Gradient
Module 2 - Deep Learning Models
Restricted Boltzmann Machines
Deep Belief Nets
Convolutional Networks
Recurrent Nets
Module 3 - Additional Deep Learning Models
Autoencoders
Recursive Neural Tensor Nets
Deep Learning Use Cases
Module 4 - Deep Learning Platforms and Software Libraries
What is a Deep Learning Platform?
H2O.ai
Dato GraphLab
What is a Deep Learning Library?
Theano
Caffe
TensorFlow
GENERAL INFORMATION
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
RECOMMENDED SKILLS PRIOR TO TAKING THIS COURSE
Knowledge of Machine Learning concepts
Machine Learning with Python
REQUIREMENTS Knowledge of Machine Learning concepts
