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Overview
Learn how to use Google's Deep Learning Framework - Tensor Flow with Python! Solve problems with cutting edge techniques! What you'll learn: Understand how Neural Networks Work Build your own Neural Network from Scratch with Python Use Tensor Flow for Classification and Regression Tasks Use Tensor Flow for Image Classification with Convolutional Neural Networks Use Tensor Flow for Time Series Analysis with Recurrent Neural Networks Use Tensor Flow for solving Unsupervised Learning Problems with Auto Encoders Learn how to conduct...
Syllabus
- Introduction
- Installation and Setup
- What is Machine Learning?
- Crash Course Overview
- Introduction to Neural Networks
- TensorFlow Basics
- Convolutional Neural Networks
- Recurrent Neural Networks
- Miscellaneous Topics
- AutoEncoders
- Reinforcement Learning with OpenAI Gym
- GAN - Generative Adversarial Networks
- BONUS
Instructor
Jose Portilla
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