Watch Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math) Video Tutorial


Tutorial Details & Info

Tutorial Title: Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
Instructor / Channel: Samson Zhang
Lesson Runtime: 31:28 Minutes
Publish Date: November 24, 2020
Total Students / Views: 2,825,525 views

Master the concepts in Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math) created by Samson Zhang. This full video course has a total duration of 31:28 minutes providing step-by-step visual instructions. Access this full online lesson without any subscription or sign-up required.

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Course Description & Lesson Notes

Official Video Description:

Kaggle notebook with all the code: https://www.kaggle.com/wwsalmon/simple-mnist-nn-from-scratch-numpy-no-tf-keras Blog article with more/clearer math explanation: https://www.samsonzhang.com/2020/11/24/understanding-the-math-behind-neural-networks-by-building-one-from-scratch-no-tf-keras-just-numpy.html

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

Master how to apply Building A Neural Network FROM SCRATCH (no Tensorflow/Pytorch, Just Numpy & Math) with this complete video tutorial guide. In this video, you will learn essential skills for Building A Neural Network FROM SCRATCH (no Tensorflow/Pytorch, Just Numpy & Math).

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🎓 Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math) taught by Samson Zhang. 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 Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math).
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by Samson Zhang 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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