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awesome-deep-learning-for-noobs
Curated list of awesome deep learning resources for complete noobs like you and myself lol!
https://github.com/JasonShin/awesome-deep-learning-for-noobs
Last synced: 2 days ago
JSON representation
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Here we go
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4. Linear Algebra
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet 2
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
- Linear Algebra for Deep Learning cheat sheet
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Recurrent Neural Network
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- Really good LSTM notebook demo
- RNN tutorial video by Intel
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
- LSTM implementation tutorial
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2. Deep Learning overview
- Backpropogation in Python from scratch
- Saving Keras model and weights
- History of deep learning - very high level overview
- How to Make Data Amazing
- Super awesome psudo code of all important Deep Learning algorithms
- Terminologies
- What is intuition in Deep Learning?
- Getting started with the Keras Sequential model
- Gradient Descent Optimization Algorithms
- Model Loss Functions in Keras
- Deep Learning Course by Kaggle
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3. Statistics
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5. Calculus
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6. Maths
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Convolutional Neural Network
- Friendly guide to CNN
- CNN Cat vs Dog in Keras
- Easy to follow CNN digit recogniser tutorial
- Capsule Network
- CNN cifar10 implementation in TF
- CNN cifar10 implementation in TF 2
- Andrew Ng Youtube series
- CNN Striding
- Dropout
- Keras classification example
- Cat vs Dog classification tutorial
- Cat vs Dog classification Keras
- Deep learning for image denoising and superresolution
- Andrew Ng Youtube series
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Time Series Analysis
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Reinforcement Learning
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Transfer Learning
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Generative Adversarial Network
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Chatbots
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Sentiment Analysis
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Inspirational
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Bonus
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Kaggle competitions
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Framework
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2. Keras
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0. Python for noobs
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1. Machine Learning overview
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Categories
Sub Categories
Recurrent Neural Network
35
4. Linear Algebra
24
Convolutional Neural Network
14
2. Deep Learning overview
11
1. Machine Learning overview
8
Bonus
4
Sentiment Analysis
3
2. Keras
3
3. Statistics
3
Framework
3
Time Series Analysis
2
Reinforcement Learning
2
5. Calculus
2
Inspirational
2
Generative Adversarial Network
1
Kaggle competitions
1
0. Python for noobs
1
Chatbots
1
6. Maths
1
Transfer Learning
1