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Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch

Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch

Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch

Welcome to the Pillars of AI Application Libraries: How to Install Tutorial! ๐Ÿค– Are you ready to embark on a journey of installing AI libraries and applications with ease? ๐Ÿ’ป In this video, we'll guide you through the process of installing Python, Git, Visual Studio C++ Compile tools, and FFmpeg on your Windows 10 machine. ๐Ÿ“Š We'll also show you how to set your default Python version, create a virtual environment, and install any application with a specific Python version. ๐Ÿ”“

Whether you're a beginner or an expert, this tutorial is designed to help you overcome potential errors and mistakes that you may encounter during the installation process. ๐Ÿ’ก So, let's get started! ๐ŸŽฌ Throughout the tutorial, we'll provide advanced tips and tricks to help you navigate the installation process with ease. ๐Ÿ’ช So, what are you waiting for? ๐Ÿค” Let's dive in and start the installation process together! ๐ŸŽ‰

Tutorial GitHub Readme File โคต๏ธ

Stable Diffusion GitHub repository โคต๏ธ

SECourses Discord To Get Full Support โคต๏ธ

#Python #StableDiffusion #AI #Torch #PyTorch #VENV

0:00 Introduction of what you will learn in Essential AI Tools and Libraries A Guide

4:04 What is command line interface (cmd) and how to open it

4:15 How to check and verify your default installed Python

4:27 How to verify whether Git is installed or not

4:37 How open and edit your environment path and why it is extremely important

4:50 How to edit system environment variables

5:31 How to install Python on Windows

6:12 What configuration and settings you need when installing Python for AI applications

7:28 How to see where the system is finding my installed default Python

8:01 How to install Git on Windows

8:44 How to properly install Visual Studio C++ Compile tools to solve C++ 14.0 or greater is required

9:24 InsightFace install error and how we will fix it

11:25 How to disable pip cache or purge to redownload and fix erroneous pip files download or corrupted pip cache

12:16 How to install Git Large which is necessary for Git LFS

12:34 How to check if FFmpeg is installed and set on Windows

12:45 How to install and setup FFmpeg on Windows

13:40 How to add downloaded FFmpeg exes to the system environment variables path

14:18 How will system look system variables path with which order, which Python version will get used

14:36 How to verify if your FFmpeg setup is working correctly or not

14:59 How to install CUDA Toolkit libraries on Windows

15:46 How to find other and previous CUDA Toolkit versions

16:45 Where CUDA Toolkit libraries path are added in System Environment Variables path

17:12 All about Git commands such as checkout, clone, pull, stash, pop

17:22 How to install Automatic1111 Stable Diffusion Web UI properly

17:46 How to open a CMD in that current drive directly

17:56 How to do a git clone to download the Automatic1111 Web UI or any GitHub repository

18:18 How to do a git checkout to switch different branches such as dev branch

18:38 Explanation of different branches in GitHub repository, example Automatic1111 repo

19:00 How to do git pull to update and verify latest version of a repo

19:10 How to switch back to main / master branch

19:27 When and how to use git stash and git stash pop commands

21:04 How to fix please commit your changes or stash them before you merge error

21:44 How to get back your modified file after git pull and overwrite

22:29 Python virtual environment / venv operations

22:42 How to start installation of Automatic1111 SD Web UI after git clone

23:51 How to activate any Python virtual environment / venv, example venv of Automatic1111 Web UI

24:27 How to install latest PyTorch / Torch version to Automatic1111 SD Web UI

24:44 How to uninstall any library from a VENV

25:05 How to list specific versions of any Python library to install any specific version from list

25:26 How to install specific version of PyTorch with GPU and CUDA

25:41 How to fix PyTorch / Torch with only CPU support installation

26:02 How to install older versions of PyTorch with previous CUDA and GPU

26:14 How to list certain CUDA version compatible PyTorch / Torch versions

26:32 If you are not able to find your specific version library it is due to your Python version

26:45 How to compose a virtual environment / VENV with Python

27:12 How to install different Python versions at the same time

28:29 How to copy file path directly in Windows

28:39 How to use second installed Python version

28:49 How to generate specific Python version having virtual environment / VENV

29:34 How to change your default Python version

30:58 How to install runpodctl or any exe to your system cmd