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Complete Guide to TensorFlow for Deep Learning with Python

Complete Guide to TensorFlow for Deep Learning with Python - Posh Institute of Technology

Course Detail

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Course Description

What you’ll learn

Requirements

  • Understand how Neural Networks Work
  • Build your own Neural Network from Scratch with Python
  • Use TensorFlow for Classification and Regression Tasks
  • Use TensorFlow for Image Classification with Convolutional Neural Networks
  • Use TensorFlow for Time Series Analysis with Recurrent Neural Networks
  • Use TensorFlow for solving Unsupervised Learning Problems with AutoEncoders
  • Learn how to conduct Reinforcement Learning with OpenAI Gym
  • Create Generative Adversarial Networks with TensorFlow
  • Become a Deep Learning Guru!
  • Some knowledge of programming (preferably Python)
  • Some basic knowledge of math (mean, standard deviation, etc..)

Description

Welcome to the Complete Guide to TensorFlow for Deep Learning with Python!

This course will guide you through how to use Google’s TensorFlow framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google’s TensorFlow framework in a way that is easy to understand. Other courses and tutorials have tended to stay away from pure tensorflow and instead use abstractions that give the user less control. Here we present a course that finally serves as a complete guide to using the TensorFlow framework as intended, while showing you the latest techniques available in deep learning!

This course is designed to balance theory and practical implementation, with complete jupyter notebook guides of code and easy to reference slides and notes. We also have plenty of exercises to test your new skills along the way!

This course covers a variety of topics, including

  • Neural Network Basics

  • TensorFlow Basics

  • Artificial Neural Networks

  • Densely Connected Networks

  • Convolutional Neural Networks

  • Recurrent Neural Networks

  • AutoEncoders

  • Reinforcement Learning

  • OpenAI Gym

  • and much more!

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Institute Overview

Posh Institute of Technology
Pune, Maharashtra, India
20 Current Posted Courses

About us We envision a world where anyone, anywhere can transform their life by accessing the world’s best learning experience.Every course at POSH is taught by top instructors from world-class universities and companies, so you can learn some... Read More

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