- Artificial neural networks
- Backpropagation and gradient descent
- Convolutional neural networks
- Recurrent neural networks
- Longshort term memory

- Deep learning enthusiasts
- Software engineers
- Data enthusiasts
- Statisticians

### Introduction to Neural Network

#### Introduction

01:32##### Introduction Neural Network

01:32

#### Lesson 01: What is A Neural Network?

09:26##### What is A Neural Network

09:26

#### Lesson 02: How Does The Neural Network Work?

10:23##### How Does The Neural Network Work

10:23

#### Lesson 03: Types of Artificial Neural Networks

05:27##### Types of Artificial Neural Networks

05:27

#### Lesson 04: Advantages and Applications of Neural Network

05:36##### Advantages & Applications of Neural Network

05:36

#### Lesson 05: A Use Case of Neural Network

31:09##### A Use Case of Neural Network

31:09

#### Lesson 06: Backpropagation and Gradient Descent

12:00##### Backpropagation & Gradient Descent

12:00

#### Lesson 07: All About Convolutional Neural Networks

21:33##### All About Convolutional Neural Networks

21:33

#### Lesson 08: Use Case Implementation using CNN

40:07##### Use Case Implementation using CNN

40:07

#### Lesson 09: Introduction to Recurrent Neural Network

10:48##### Introduction to Recurrent Neural Network

10:48

#### Lesson 10: Vanishing and Exploding Gradient Problem

04:59##### Vanishing and Exploding Gradient Problem

04:59

#### Lesson 11: Long Short Term Memory

08:39##### Long Short Term Memory

08:39

#### Lesson 12: Use Case Implementation of LSTM

32:44##### Use Case Implementation of LSTM

32:44

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Projected growth of the global ANN market size

Average salary of a neural network engineer

### What are the prerequisites to learn neural networks?

There are no prerequisites to learn neural networks. However, it is recommended that learners have a basic understanding of statistics, mathematics, and machine learning concepts.

### How do beginners get started with neural networks?

Beginners who want to learn neural networks can start with the fundamentals first. Once you have mastered neural network basics you can move on to the advanced topics.

### How long does it take to learn neural network basics?

The Neural Network for Beginners course consists of 4 hours of video content that will help you gain a thorough understanding of neural networks.### Are neural network basics easy to learn?

The videos that you find as a part of the Getting Started with Neural Network course are created by mentors who are industry leaders with vast experience in the field. They are aware of the needs of different learners and have designed the course to be easy to learn.

### What are the neural network basics covered in this free course?

The neural network basics covered in the course include:

Artificial neural networks

Backpropagation and gradient descent

Convolutional neural networks

Recurrent neural networks

Long/short term memory### Can I complete this neural network for beginners course in 90 days?

Yes, you can complete this neural network for beginners within 90 days.

- Disclaimer
- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.