Watch TensorFlow 2.0 Crash Course Video Tutorial


Tutorial Details & Info

Tutorial Title: TensorFlow 2.0 Crash Course
Instructor / Channel: freeCodeCamp.org
Lesson Runtime: 13:17 Minutes
Publish Date: September 26, 2019
Total Students / Views: 552,256 views

Follow step-by-step with TensorFlow 2.0 Crash Course created by freeCodeCamp.org. The total lesson runtime is 13:17 minutes providing step-by-step visual instructions. Watch this video tutorial for free without any subscription or sign-up required.

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Course Description & Lesson Notes

Official Video Description:

Learn how to use TensorFlow 2.0 in this crash course for beginners. This course will demonstrate how to create neural networks with Python and TensorFlow 2.0. If you want a more comprehensive TensorFlow 2.0 course, check out this 7 hour course: https://youtu.be/tPYj3fFJGjk 🎥 Course created by Tech with Tim. Check out his YouTube channel: https://www.youtube.com/channel/UC4JX40jDee_tINbkjycV4Sg ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) What is a Neural Network? ⌨️ (0:26:34) How to load & look at data ⌨️ (0:39:38) How to create a model ⌨️ (0:56:48) How to use the model to make predictions ⌨️ (1:07:11) Text Classification (part 1) ⌨️ (1:28:37) What is an Embedding Layer? Text Classification (part 2) ⌨️ (1:42:30) How to train the model - Text Classification (part 3) ⌨️ (1:52:35) How to saving & loading models - Text Classification (part 4) ⌨️ (2:07:09) How to install TensorFlow GPU on Linux -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://www.freecodecamp.org/news

🌐 Web & Search Guide Notes (DuckDuckGo, Yahoo & Bing):

Discover how to master TensorFlow 2.0 Crash Course with this complete video tutorial guide. In this detailed walkthrough, you will discover practical tips for TensorFlow 2.0 Crash Course.

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🎓 Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for TensorFlow 2.0 Crash Course 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 TensorFlow 2.0 Crash Course.
  • 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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