Deep Learning With Python

by edForce Claim Listing

Deep learning is a machine learning technique that clarifies computers to do what comes naturally to humans. In deep learning, a computer model studies how to perform classification jobs directly from images, text, or sound.

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Course Details

Deep learning is a machine learning technique that clarifies computers to do what comes naturally to humans. In deep learning, a computer model studies how to perform classification jobs directly from images, text, or sound.

Deep learning is the most powerful Machine learning method in various areas such as Robotics, Natural Language Processing, Image Recognition and Artificial Intelligence. The Deep Learning using Python course is designed for anyone with at least a year of coding experience and knowledge in mathematics.

 

Objectives:

  • At the end of Deep Learning with Python training course, participants will learn
  • Fundamentals of Deep Learning techniques
  • Artificial Neural networks and their architecture
  • Building and training the deep neural networks from scratch.
  • Convolutional Neural Networks (CNN)
  • Different optimization techniques to tune the learning of any neural network
  • Pointers to next frontiers in CNN and Deep Learning

 

Prerequisites:

  • Basic python programming skills
  • Basic mathematics skills
  • Basic knowledge of Machine learning fundamentals

 

Course Outline:

  • Deep Learning Introduction
  • Jupyter Notebook Introduction
  • Python Basics
  • Python Advanced
  • Artificial Neural Networks (ANN)
  • Convolutional Neural Networks (CNN)
  • Auto Encoders (AE)
  • Recurrent Neural Networks (RNN)
  • Bangalore Branch

    677, 27th Main, Bangalore

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