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klotz: deep learning* + machine learning* + tutorial*

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1. An Intuitive Introduction to Reinforcement Learning, Part I

   Exploring popular reinforcement learning environments in a beginner-friendly way, focusing on the Q-learning method to solve the 'Frozen Lake' environment.

   2024-10-03 Tags: reinforcement learning, tutorial, machine learning, q-learning by klotz
2. Deep Learning with Keras Cheat Sheet (2021), Python for Data Science | by Christopher Zita | Apr, 2021 | Towards Data Science

   2021-04-29 Tags: keras, deep learning, tutorial by klotz
3. The Nuts and Bolts of Deep Learning Algorithms for Object Detection | by Augustin Ador | Aug, 2020 | Towards Data Science

   2020-09-08 Tags: image processing, image recognition, object detection, rnn, cnn, deep learning, tutorial by klotz
4. Main Types of Neural Networks and its Applications — Tutorial | Towards AI — Multidisciplinary Science Journal

   2020-07-14 Tags: neural network, architecture, deep learning, tutorial by klotz
5. Sarcasm Classification (Using FastText) - Towards Data Science

   2020-06-29 Tags: fast text, machine learning, deep learning, classification, nlp, text, sarcasm, tutorial by klotz
6. [keras.io] Image classification from scratch.ipynb - Colaboratory

   2020-04-29 Tags: image processing, classification, deep learning, training, keras, google collab, tutorial, python by klotz
7. Deep Learning Primer with Keras - Towards Data Science

   2020-04-21 Tags: keras, deep learning, tutorial, primer, medium, data science by klotz
8. How to Solve Analogies with Word2Vec - Towards Data Science

   2020-03-13 Tags: word2vec, word embedding, analogy, tutorial, machine learning, deep learning, pca, visualization by klotz
9. “How to design Deep Learning models with Sparse Inputs in Tensorflow Keras”

   2019-07-19 Tags: keras, deep learning, video, tutorial by klotz
10. “A Brief Introduction To GANs (and how to code them)”

    2019-04-22 Tags: deep learning, gan, tutorial, python by klotz

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