Full Python Environment Setup for AI (or other) Apps + Virtual Environments
In this video, we'll walk you through setting up a powerful Python development environment, complete with virtual environments, the Pyenv Python version manager, Git, and a handy notebook on Google Colab. Whether you're a beginner or looking to advance your Python skills, this tutorial has got you covered.
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Python is an incredibly versatile language used extensively in machine learning, and our course will help you master its fundamentals while exploring advanced concepts and real-world projects. We'll start by explaining the importance of Python virtual environments and their role in isolating project dependencies, ensuring smooth and conflict-free development.
With our step-by-step instructions, you'll learn how to set up Python virtual environments in popular editors like Visual Studio Code (VSCode), enabling you to manage multiple projects effortlessly. We'll cover the best practices for creating and activating virtual environments, ensuring optimal efficiency in your Python workflow.
Next, we'll introduce you to Pyenv, a powerful Python version manager that allows you to install, switch, and manage different Python versions seamlessly. We'll guide you through the installation process on macOS using Homebrew, ensuring a hassle-free setup for your development environment.
But that's not all! Git, a widely-used version control system, is essential for collaboration and project management. We'll demonstrate how to integrate Git into your Python projects, enabling you to track changes, manage branches, and collaborate with ease.
Lastly, we'll showcase the power of Google Colab, a cloud-based Jupyter Notebook environment. You'll learn how to leverage its features for Python development, including seamless integration with popular machine-learning libraries and the ability to share your notebooks effortlessly.
Whether you're a beginner or an advanced Python enthusiast, this tutorial will equip you with the skills and tools necessary to take your Python projects to the next level. Join us now and unlock the full potential of Python development!
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⏰ TIMESTAMPS
0:00 Intro
1:06 Homebrew
3:33 System Python
7:18 What is a Python Version Manager?
10:26 Install Pyenv
13:20 Install multiple Python versions
16:26 Change the Global version of Python
19:30 Why you need a Python Virtual Environment
23:18 Local Python for Each Project
26:45 Create a Python Virtual Environment
28:20 Activate your Virtual Environment
30:56 Initialize a Git Repository
35:42 .ENV for Environment Variables
40:48 Notebooks
43:59 Outro
#Python #machinelearning #artificialintelligence #softwareengineer
Watch video Full Python Environment Setup for AI (or other) Apps + Virtual Environments online without registration, duration hours minute second in high quality. This video was added by user Alejandro AO - Software & Ai 07 June 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 25,79 once and liked it 98 people.