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Deep Learning
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Deep Learning Notes
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Concepts of Neural Networks
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Introduction
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The Problem in General
👷♀️ Implementation Notes
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Common Concepts
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Activation Functions
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Practical Aspects
👩🔧 NN Regularization
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Optimization Algorithms
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Softmax Regression
🏃♀️ Introduction to Tensorflow
👩💻 Python Code Snippets
🙋♀️ Hello World of Deep Learning with Neural Networks
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Introduction to Computer Vision
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Concepts of Convolutional Neural Networks
👩💻 Works and Notes on CNNs
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Popular Strategies of Deep Learning
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Image Augmentation
🤸♀️ Notes on Applied Machine Learning
🕵️♀️ Basics of Object Detection