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

What is command line interface cmd and how to open it

How to check and verify your default installed Python

How to verify whether Git is installed or not

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

How to edit system environment variables

How to install Python on Windows

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

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

How to install Git on Windows

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

InsightFace install error and how we will fix it

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

How to install Git Large which is necessary for Git LFS

How to check if FFmpeg is installed and set on Windows

How to install and setup FFmpeg on Windows

How to add downloaded FFmpeg exes to the system environment variables path

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

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

How to install CUDA Toolkit libraries on Windows

How to find other and previous CUDA Toolkit versions

Where CUDA Toolkit libraries path are added in System Environment Variables path

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

How to install Automatic1111 Stable Diffusion Web UI properly

How to open a CMD in that current drive directly

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

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

Explanation of different branches in GitHub repository, example Automatic1111 repo

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

How to switch back to main / master branch

When and how to use git stash and git stash pop commands

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

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

Python virtual environment / venv operations

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

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

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

How to uninstall any library from a VENV

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

How to install specific version of PyTorch with GPU and CUDA

How to fix PyTorch / Torch with only CPU support installation

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

How to list certain CUDA version compatible PyTorch / Torch versions

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

How to compose a virtual environment / VENV with Python

How to install different Python versions at the same time

How to copy file path directly in Windows

How to use second installed Python version

How to generate specific Python version having virtual environment / VENV

How to change your default Python version

How to install runpodctl or any exe to your system cmd

Description:

Dive into a comprehensive tutorial on installing and configuring essential AI tools and libraries for Windows 10. Learn how to set up Python, Git, Visual Studio C++ Compile tools, FFmpeg, CUDA, and PyTorch. Master the command-line interface, manage environment variables, and create virtual environments. Explore Git commands, install Stable Diffusion Web UI, and troubleshoot common installation errors. Gain insights on working with multiple Python versions, managing PyTorch installations with different CUDA versions, and optimizing your development environment for AI applications. Perfect for beginners and experienced developers looking to streamline their AI development workflow.

Essential AI Tools and Libraries - Installation Guide for Python, Git, C++, FFmpeg, CUDA, and PyTorch

Software Engineering Courses - SE Courses

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#Programming #Programming Languages #Python #Software Development #Version Control #Git #Computer Science #Deep Learning #PyTorch #CUDA #Operating Systems #Command Line Interface #FFMPEG

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