🕸️
Deep Learning
  • 💫Deep Learning Notes
  • 💼Practical Tools
  • 💎Concepts of Neural Networks
    • 🌱Introduction
    • 🔎The Problem in General
    • 👷‍♀️ Implementation Notes
    • 📚Common Concepts
    • 💥Activation Functions
    • 🎈Practical Aspects
    • 👩‍🔧 NN Regularization
    • ✨Optimization Algorithms
    • 🎨Softmax Regression
    • 🏃‍♀️ Introduction to Tensorflow
    • 👩‍💻 Python Code Snippets
  • 🙋‍♀️ Hello World of Deep Learning with Neural Networks
    • 🌱Introduction
    • 🌐CNNs In Browser
  • 🚪Introduction to Computer Vision
    • 🌱Introduction
  • 🚩Concepts of Convolutional Neural Networks
    • 🌱Introduction
    • 📌Common Concepts
    • 🌟Advanced Concepts
    • 👀Visualization
    • 👵Classic Networks
    • ✨Other Approaches
    • 🕸️Common Applications
  • 👩‍💻 Works and Notes on CNNs
    • 🌱Introduction
  • 💄Popular Strategies of Deep Learning
    • 🌱Introduction
    • 🚙Transfer Learning
    • 📚Other Strategies
  • 🤡Image Augmentation
    • 🌱Introduction
  • 🤸‍♀️ Notes on Applied Machine Learning
    • 🌱Introduction
    • 👩‍🔧 Notes on Structuring Machine Learning Projects
    • 👩‍🏫 Implementation Guidelines
  • 🕵️‍♀️ Basics of Object Detection
    • 🌱Introduction
    • ⭕Region-Based CNNs
    • 🤳SSD and YOLO
    • 🤖TensorFlow Object Detection API
    • 🐞Model Debugging
  • ➰Sequence Models In Deep Learning
    • 🌱Introduction
    • 📚General Concepts
    • 🔄Recurrent Neural Networks
    • 🌌Vanishing Gradients with RNNs
    • 🌚Word Representation
    • 💬Mixed Info On NLP
  • 💬NLP
    • 🌱Introduction
  • 💬Applied NLP
    • 🙌🏻 Handling texts
    • 🧩Regex
  • 👀Quick Visual Info
  • 📚PDFs that I found and recommend
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  • 📑 Table of Contents
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Deep Learning Notes

Asmaa Mirkhan's notes (and codes) on deep learning

🎤 About

  • 🕸 My notes about Artificial Neural Networks, Convolutional Neural Networks and Recurrent Neural Networks with theoretical details

  • 🦋 I will share new details as I learn new concepts in this context

📑 Table of Contents

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🙌 Quote

"Your learning algorithm has two main sources of knowledge; one is the data and other is whatever you hand design" 🤔🚀

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  • ✨ Help me to improve and to increase the content by opening a pull request

👜 Contact & Support

NextPractical Tools

Last updated 4 years ago

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Asmaa 🦋
👩‍🏫 Theoric Concepts of Neural Networks
🙋‍♀️ Hello World of Deep Learning With Neural Networks
👓 Introduction to Computer Vision
👩‍🏫 Theoric Concepts of Convolutional Neural Networks
👩‍🔧 Works on Convolutional Neural Networks
🚙 Deep Learning Strategies
🤡 Image Augmentation
👷‍♀️ Applied Machine Learning
🕵️‍♀️ Object Detection
➰ Sequence Models
📚 PDFs that I found and recommend
👀 Visual materials for quick info