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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/deep_learning/gradient_descent/gradient_descent.pdf"><img src="./thumbs/gradient_descent.gif" alt="thumb_gradient_descent" height="256px"></a>
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<br>
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LaTeX source: [here](https://github.com/ndrplz/machine_learning_lectures/tree/master/slides/deep_learning/gradient_descent).
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<br>
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Practice (1) [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/tensorflow_introduction/tex/tensorflow_intro.pdf).
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<br>
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Practice (2) [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/tensorflow_linear_regression/tex/tensorflow_regression.pdf) and [code](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_linear_regression/code) (TensorFlow).
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### Neural Networks and Deep Neural Networks
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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/deep_learning/deep_neural_networks/deep_neural_networks.pdf"><img src="./thumbs/deep_neural_networks.gif" alt="thumb_neural_networks" height="256px"></a>
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LaTeX source: [here](https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/deep_learning/deep_neural_networks/).
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<br>
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Practice [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/tensorflow_neural_network/tex/tensorflow_neural_nets.pdf) and [code](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_neural_network/code) (TensorFlow).
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### Convolutional Neural Networks
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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/deep_learning/convolutional_neural_networks/convolutional_neural_networks.pdf"><img src="./thumbs/convolutional_neural_networks.gif" alt="thumb_convnets" height="256px"></a>
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LaTeX source: [here](https://github.com/ndrplz/machine_learning_lectures/tree/master/slides/deep_learning/convolutional_neural_networks).
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<br>
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Practice [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/tensorflow_convolutional_nets/tex/tensorflow_convnets.pdf) and [code](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_convolutional_nets/code) (TensorFlow).
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### Recurrent Neural Networks
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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/deep_learning/recurrent_neural_networks/recurrent_neural_networks.pdf"><img src="./thumbs/recurrent_neural_networks.gif" alt="thumb_recurrent" height="256px"></a>
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LaTeX source: [here](https://github.com/ndrplz/machine_learning_lectures/tree/master/slides/deep_learning/recurrent_neural_networks).
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<br>
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Practice [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/tensorflow_recurrent_nets/tex/tensorflow_lstm.pdf) and [code](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_recurrent_nets/code) (TensorFlow).
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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/reinforcement_learning/01_introduction_and_model_free_learning/01_introduction_and_model_free_learning.pdf"><img src="./thumbs/01_introduction_and_model_free_learning.gif" alt="thumb_model_free" height="256px"></a>
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LaTeX source: [here](https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/reinforcement_learning/01_introduction_and_model_free_learning/).
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<br>
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Practice [slides](https://github.com/ndrplz/machine_learning_lectures/blob/master/lab/q_learning/tex/q_learning.pdf) and [code](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/q_learning/code) (TensorFlow).
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### Function Approximation
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<a href="https://github.com/ndrplz/machine_learning_lectures/blob/master/slides/reinforcement_learning/02_function_approximation/02_function_approximation.pdf"><img src="./thumbs/02_function_approximation.gif" alt="thumb_fun_approx" height="256px"></a>
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Practice code: [here](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/support_vector_machines/code).
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- **[Q Learning](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/q_learning)**
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- **[Introduction to TensorFlow](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_introduction/)**
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- **[Linear Regression (TensorFlow)](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_linear_regression)**
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- **[Neural Networks (TensorFlow)](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_neural_network)**
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- **[Convolutional Networks (TensorFlow)](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_convolutional_nets)**
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- **[Recurrent Networks (TensorFlow)](https://github.com/ndrplz/machine_learning_lectures/tree/master/lab/tensorflow_recurrent_nets)**
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## F.A.Q.
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* **How did you make the thumbnails?**

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