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TensorFlow in Google Colaboratory

TensorFlow via YouTube

Overview

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Learn to use TensorFlow within Google Colaboratory through this comprehensive video tutorial series covering essential setup and implementation techniques. Discover how to get started with the free Jupyter notebook environment that runs entirely in the cloud without requiring any local setup. Build deep neural networks efficiently, including a complete implementation in just 4 minutes using TensorFlow in Colab. Master the utilization of GPUs and TPUs to accelerate your machine learning projects and understand how to leverage these powerful computing resources effectively. Upgrade and migrate your existing TensorFlow code to version 2.0 with practical guidance and best practices. Explore regression problem-solving techniques using TensorFlow's capabilities and learn to implement various regression models. Uncover hidden and advanced Google Colab features that can enhance your machine learning workflow and productivity.

Syllabus

Get started with Google Colaboratory (Coding TensorFlow)
Getting Started with TensorFlow in Google Colaboratory (Coding TensorFlow)
Build a deep neural network in 4 mins with TensorFlow in Colab
How to take advantage of GPUs and TPUs for your ML project (Coding TensorFlow)
Upgrade your existing code for TensorFlow 2.0 (Coding TensorFlow)
Get started with using TensorFlow to solve for regression problems (Coding TensorFlow)
Google Colab features you may have missed

Taught by

TensorFlow

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