How to install TensorFlow in Windows - 2024 Guide

In this tutorial, we'll navigate through three different methods of setting up your TensorFlow development environment for machine learning, ranging from simple setups to more advanced configurations. TensorFlow can be extremely finicky to install without errors, so I walk through each method step by step and the hope is that at least one of these will work for you. Each approach offers varying degrees of user control but varies in complexity to install.

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If we haven’t yet before - Hey 👋 I’m Dustin, a mechanical engineer by education, but through my videos and blog I'm taking a deep dive into all things related to AI and machine learning. My focus is on exploring the technical aspects of new advances in the field, and I'd love for you to join me!

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⌚️Timestamps:
0:00 - Introduction
0:17 - Method 1: Google Colab
1:11 - TensorFlow Notebook in Google Colab
4:33 - Method 2: Windows Native TensorFlow Installation
4:55 - MS VC++ Redistributable Installation
5:21 - Miniconda Installation
5:47 - Native Windows CPU-only TensorFlow Installation
9:07 - Native Windows GPU-enabled TensorFlow Installation
12:25 - Method 3: WSL2 / Docker TensorFlow Installation
13:11 - WSL / Ubuntu Installation
14:27 - Docker Installation
15:51 - GPU TensorFlow Installation in Docker
18:11 - CPU TensorFlow Installation in Docker
18:39 - Mapping local filesystem to a Docker container
19:57 - Outro

LINKS & REFERENCE MATERIALS MENTIONED IN THE VIDEO:
Method 1: Google Colab
🌍 Google Colab - https://colab.research.google.com/

Method 2: Native Windows TensorFlow Installation
🌍 Microsoft Visual C++ Redistributables - https://learn.microsoft.com/en-US/cpp...
🌍 Miniconda - https://docs.anaconda.com/free/minico...

Method 3: WSL2 / Docker TensorFlow Installation
That awful curl statement 😜 for your copy/paste pleasure: https://gist.github.com/dust4k/03505c...

DOWNLOAD LINKS:
💾 Google Colab python notebook - https://colab.research.google.com/dri...
💾 Simple Neural Network python file - https://drive.google.com/file/d/1y1QL...

#tensorflow #machinelearning #ai