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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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📚 PDFs that I found and recommend

📂 Table of Contents

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Deep Leaning Simplified.pdf
Deep Learning Interview.pdf
DeepLearningNotation.pdf
Machine Learning for Everyone.pdf
ML Yearning by Andrew Ng.pdf
PandasVisualization.pdf
Python For Data Analysis by Boston University.pdf
Top 50 Machine Learning Interview Questions.pdf
Deep Learning Tips and Tricks Cheatsheet
✨ Convolutional Neural Networks Cheatsheet
✨ Recurrent Neural Networks Cheatsheet