Fundamentals of Neural Network
What you will learn
Basics of Deep Learning
Evolution of deep neural network and their application.
Concepts behind neural network
Basic details on ANN, CNN and RNN
Description
Have you ever wondered what is Deep Learning and how it is helping today in powering Artificial Intelligence?
This basic course in Deep Learning may unravel some of them. You dont need any technical or coding background to know the basic fundamentals of Neural Network. This course is designed for functional consultants, product managers as well as developers and architects.
Contents of the course:
1. Inspiration for Deep Learning
2. Key Concepts of Deep Learning
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3. Improving the model
4. Convolutional network
5. Recurrent network
6. Word representation
Introduction
Introduction
Lecture 2 – Inspiration for Deep Learning
Background
History of Deep Learning
Section 3 – Key Concepts of Deep Learning
Key Concepts of Deep Learning
Key Concepts
Lecture 4 – Improving the model
Improving the model
Optimizing the model
Section 5 : Convolutional Network
Lecture 5 – Convolutional network
CNN
Lecture 6: Recurrent network
Recurrent network
RNN
Lecture 7 : Word representation
Word representation
Word representation
