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Introduction to Deep Learning – Free Course

Begin your Deep Learning journey with the Introduction to Deep Learning free course.

About this Free Certificates Course

On this introduction to deep studying course, you’ll get to study the fundamentals. In the previous few years, when the processing energy elevated exponentially, deep studying and machine studying appeared and have grow to be common. Deep Learning, a department of Machine Learning, permits machines to remedy comparatively advanced issues. It’s impressed and modeled on how the human mind works. 

On this neural networks and deep studying course, You’ll uncover and perceive varied deep studying ideas and get familiarized with Synthetic Neural Community matters. Additionally, you will be walked by way of a number of elementary ideas by way of a neural community course overlaying issues just like the historical past of the topic and the necessity to study them. As you undergo the course, you’ll draw worthwhile insights on the functions of deep studying in varied fields and perceive higher in regards to the completely different frameworks utilized in neural networks functions. This free deep learning course will offer you a deep studying tutorial and an summary of Deep Neural Community, Boolean Gates and Synthetic Neuron, Rosenblatt Neuron Notion, and Synthetic Neural Community. This course will improve you by way of deep studying fundamentals. 

At Nice Learning, we offer PG Program in Artificial Intelligence & Machine Learning to empower the profession of our learners. Get enrolled within the job targeted Artificial Intelligence Courses to join with our huge alumni community and excel in your profession forward. Completely different applications are designed for future professionals and senior-stage professions. You may select the correct program for you based mostly in your work expertise and your most well-liked studying mode.

Expertise

  • Tensorflow
  • CNN
  • RNN
  • LSTM
  • Deep studying

Course Syllabus

Introduction to Deep Learning 

  • Introduction to Deep Learning
  • What’s Deep Learning?
  • The place DL Matches?
  • The place to use DL?
  • Transient Historical past of DL
  • Why second wave?
  • ML vs DL
  • Synthetic Neural Community Introduction
  • Tensorflow Playground DemoDeep Learning Fundamentals
  • Primary Set of Layers
  • Activation FunctionDemo for Neural Community
  • CNN Introduction
  • RNN & LSTM
  • Varieties of Chatbots & Standard InterfaceDemo for CNN
  • Deep Neural Community Overview
  • Introduction to Deep Neural Networks
  • Boolean Gates and Synthetic Neuron
  • Rosenblatt Neuron Perceptron
  • Synthetic Neural Community



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