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Artificial Intelligence

Introduction to Neural Networks and Deep Learning

4.49 (272 Ratings)

Intermediate

Skill level

Free

Course cost

About this course

Deep learning is a subset of Machine Learning which trains the model with huge datasets using multiple layers. Deep learning is inspired and modeled on how the human brain works. In this course you will be introduced to the world of deep learning and the concept of Artificial Neural Network and learn some basic concepts such as need and history of neural networks. During the course you will also understand the applications of deep learning in various fields and learn more about different frameworks used for neural networks.

Skills covered

  • Tensorflow
  • CNN

Course Syllabus

Neural Network and deep learning

  • Agenda
  • What is Deep Learning?
  • Where DL Fits?
  • Where to use it?
  • Brief History
  • Why second wave?
  • ML vs DL
  • Artificial Neural Network
  • Tensorflow Playground Demo
  • Deep Learning Fundamentals
  • Basic Set of Layers
  • Activation Function
  • Deep Learning Algorithm
  • Demo Part -1
  • CNN
  • RNN & LSTM
  • Types of Chatbots & Conventional Interface
  • Demo Part-2

Course Certificate

Get Introduction to Neural Networks and Deep Learning course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

GL Academy Sample Certificate

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