Watch Learn PyTorch in 5 Projects – Tutorial Video Tutorial


Tutorial Details & Info

Tutorial Title: Learn PyTorch in 5 Projects – Tutorial
Instructor / Channel: freeCodeCamp.org
Lesson Runtime: 48:32 Minutes
Publish Date: March 07, 2025
Total Students / Views: 143,936 views

Master the concepts in Learn PyTorch in 5 Projects – Tutorial presented by freeCodeCamp.org. This full video course has a total duration of 48:32 minutes with crystal clear HD video and audio quality. Follow along to build your skills on any desktop PC, Mac, tablet, or smartphone.

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Course Description & Lesson Notes

Official Video Description:

Learn PyTorch and PyTorch Syntax from @OmarMAtef. This course walks through five hands-on exercises designed to help you understand and apply PyTorch syntax in real-world tasks. It starts with tabular data classification, then moves on to image classification using both custom and pre-trained models. You'll also explore audio classification and text classification using BERT, giving you a well-rounded introduction to PyTorch’s capabilities. GitHub Link: https://github.com/omaratef3221/pytorch_tutorials ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ⭐️ Contents ⭐️ 0:00:00 Tabular Data Classification 1:31:13 Image Classification 2:47:49 Pre-trained Models - Image Classification 3:38:31 Audio Classification 4:52:31 Text Classification 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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🎓 Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for Learn PyTorch in 5 Projects – Tutorial taught by freeCodeCamp.org. This tutorial provides a comprehensive walkthrough designed to take you from foundational principles to practical implementation.

💡 Key Topics Covered in This Course:

  • Core Fundamentals & Setup: Understanding the workspace, essential tools, and initial setup for Learn PyTorch in 5 Projects – Tutorial.
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by freeCodeCamp.org with real-world examples.
  • Best Practices & Key Shortcuts: Time-saving workflows, keyboard shortcuts, and industry-standard recommendations.
  • Troubleshooting & Common Pitfalls: How to avoid common beginner errors and optimize your workflow for peak efficiency.

📋 Recommended Prerequisites & Study Notes:

No prior advanced experience is required. Follow along with the video player above on any desktop computer, tablet, or mobile device. Pause and rewind at key steps to practice along with the instructor.

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