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Neural Networks with Tensorflow

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Overview
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    GPU Based Environment
    The program offers GPU based environment which enable learners to handle a GPU environment that are used in a real-world situation.
  • manipal overview icon
    Live Webinars
    Live webinars by experts for concept explanation and implementation through lab practice and assignments.
  • manipal overview icon
    Live Meet-Ups
    Webinars, meet-ups or doubt-clearing sessions hosted by subject matter experts and professionals help the learners clear their doubts and queries.
  • manipal overview icon
    Hands-on Learning
    Simple linear regression using TensorFlow, Solving quadratic equations using TensorFlow & Matrix multiplication with Tensorflow.
  • manipal overview icon
    Case Studies & Demo Codes
    Practice on real case studies, ensures complete understanding and retention of the knowledge on each of the concepts.
manipal overview icon
GPU Based Environment
The program offers GPU based environment which enable learners to handle a GPU environment that are used in a real-world situation.
manipal overview icon
Live Webinars
Live webinars by experts for concept explanation and implementation through lab practice and assignments.
manipal overview icon
Live Meet-Ups
Webinars, meet-ups or doubt-clearing sessions hosted by subject matter experts and professionals help the learners clear their doubts and queries.
manipal overview icon
Hands-on Learning
Simple linear regression using TensorFlow, Solving quadratic equations using TensorFlow & Matrix multiplication with Tensorflow.
manipal overview icon
Case Studies & Demo Codes
Practice on real case studies, ensures complete understanding and retention of the knowledge on each of the concepts.
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Course Curriculum
1.1 Programming with TensorFlow
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Introduction to Tensorflow.
Programming structure in Tensorflow
Variables, Constants and Placeholders

2.1 Neural Networks
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What is a Perceptron?
Perceptron Training
Implementing a perceptron
Recap of Matrix Multiplication
Deep Neural Networks
Training Neural networks with Tensorflow
Types of NN- CNN, RNN, Feedforward, GAN.
Common Tensorflow API - KERAS,
Introduction to Reinforcement Learning

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