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Basics of Deep Learning

  • Course level: Intermediate

Description

Have you ever wondered what is Deep Learning (DL) and how it is helping today in powering Artificial Intelligence (AI)?

This basic course in (DL) may unravel some of them. You don’t need any technical or coding background to know the basic fundamentals of Neural networks. This course is designed for functional consultants, product managers as well as developers, and architects.

Contents of the course:

1. Inspiration for (DL)

2. Key Concepts of (DL)

3. Improving the model

4. Convolutional network

5. Recurrent network

6. Word representation

Who this course is for:

  1. All Developers, Business Managers, Functional leads, AI enthusiasts

What Will I Learn?

  • Basics of Deep Learning
  • This is an introductory course on Deep Learning. The students will get to know the evolution of deep neural networks and their application in areas like image recognition, natural language processing etc.

Topics for this course

6 Lessons

Deep Learning

What Are Neurons and Neural Networks?3:27
Artificial Neural Networks5:30
Gradient Descent00:00:00
Backpropagation Method00:00:00
Vanishing Gradients00:00:00
Activation Functions00:00:00
30 £

Enrolment validity: Lifetime

Requirements

  • Basic Mathematics