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herehttps://github.com/jonkrohn/DLTFpT/
Jon Krohn'shttps://www.jonkrohn.com/
Deep Learning with TensorFlowhttps://www.safaribooksonline.com/library/view/deep-learning-with/9780134770826/
herehttps://medium.com/@jjpkrohn/filming-deep-learning-with-tensorflow-livelessons-for-oreilly-safari-50363ed4efad
Deep Learning for Natural Language Processinghttps://www.safaribooksonline.com/library/view/deep-learning-for/9780134851921/
herehttps://insights.untapt.com/deep-learning-for-natural-language-processing-tutorials-with-jupyter-notebooks-ad67f336ce3f
Deep Reinforcement Learning and GANshttps://www.safaribooksonline.com/library/view/deep-reinforcement-learning/9780135171233/
herehttps://insights.untapt.com/deep-reinforcement-learning-and-generative-adversarial-networks-tutorials-with-jupyter-notebooks-6ef4dc6957ea
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#prerequisites
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#command-line
herehttps://learnpythonthehardway.org/book/appendixa.html
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#python-for-data-analysis
data analyst path of DataQuesthttps://www.dataquest.io/path/data-analyst
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resources pagehttps://www.jonkrohn.com/resources/
Zhang, Zhao and LeCun'shttps://arxiv.org/pdf/1509.01626.pdf
labelled datahttp://xzh.me/
Andrew Maas and his Stanford colleagues (2011)http://ai.stanford.edu/~amaas/papers/wvSent_acl2011.pdf
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#24-creating-word-vectors-with-word2vec
Project Gutenberghttps://www.gutenberg.org/
bokehhttps://bokeh.pydata.org/en/latest/
creating_word_vectors_with_word2vec.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/creating_word_vectors_with_word2vec.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-three-modeling-natural-language-data
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#31-best-practices-for-preprocessing-natural-language-data
natural_language_preprocessing_best_practices.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/natural_language_preprocessing_best_practices.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#32-the-area-under-the-roc-curve
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#33-dense-neural-network-classification
Deep Learning with TensorFlow LiveLessonshttps://www.safaribooksonline.com/library/view/deep-learning-with/9780134770826/
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https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#34-convolutional-neural-network-classification
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https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-four-recurrent-neural-networks
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#41-essential-theory-of-rnns
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#42-rnns-in-practice
rnn_in_keras.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/rnn_in_keras.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#43-essential-theory-of-lstms-and-grus
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#44-lstms-and-grus-in-practice
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gru_in_keras.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/gru_in_keras.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-five-advanced-models
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#51-bi-directional-lstms
bidirectional_lstm.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/bidirectional_lstm.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#52-stacked-lstms
stacked_bidirectional_lstm.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/stacked_bidirectional_lstm.ipynb
ye_olde_conv_lstm_stackeroo.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/ye_olde_conv_lstm_stackeroo.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#53-parallel-network-architectures
multi_convnet_architectures.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/multi_convnet_architectures.ipynb
https://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/img/paint.jpg
Deep Reinforcement Learning and GANshttps://www.safaribooksonline.com/library/view/deep-reinforcement-learning/9780135171233/
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#deep-reinforcement-learning-and-gans
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-one-the-foundations-of-artificial-intelligence
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#11-the-contemporary-state-of-ai
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#12-applications-of-generative-adversarial-networks
pix2pixhttps://affinelayer.com/pixsrv/
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#13-applications-of-deep-reinforcement-learning
OpenAI Gymhttps://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons/blob/master/github.com/openai/gym
DeepMind Labhttps://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons/blob/master/github.com/deepmind/lab
Unityhttps://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons/blob/master/github.com/Unity-Technologies/ml-agents
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#14-running-the-code-in-these-livelessons
step-by-step installation of TensorFlow on Mac OS Xhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/installation/step_by_step_MacOSX_install.md
Deep Learning with TensorFlow LiveLessonshttps://github.com/the-deep-learners/TensorFlow-LiveLessons/#12-running-the-code-in-these-livelessons
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#15-review-of-prerequisite-deep-learning-theory-1
Deep Learning with TensorFlow LiveLessonshttps://www.safaribooksonline.com/library/view/deep-learning-with/9780134770826/
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-two-generative-adversarial-networks-gans
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#21-essential-gan-theory
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#22-the-quick-draw-game-dataset
Quick, Draw! gamehttps://quickdraw.withgoogle.com/
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#23-a-discriminator-network
generative_adversarial_network.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/generative_adversarial_network.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#24-a-generator-network
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https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#25-training-an-adversarial-network
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https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-three-deep-q-learning-networks-dqns
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#31-the-cartpole-game
Cartpole Gamehttps://github.com/openai/gym/wiki/CartPole-v0
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#32-essential-deep-rl-theory
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#33-essential-dqn-theory
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#34-defining-a-dqn-agent
cartpole_dqn.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/cartpole_dqn.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#35-interacting-with-an-openai-gym-environment
cartpole_dqn.ipynbhttps://github.com/the-deep-learners/TensorFlow-LiveLessons/blob/master/notebooks/cartpole_dqn.ipynb
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-four-openai-lab
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#41-visualizing-agent-performance
OpenAI Labhttps://github.com/kengz/openai_lab
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#42-modifying-agent-hyperparameters
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#43-automated-hyperparameter-experimentation-and-optimization
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#44-fitness
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#lesson-five-advanced-deep-reinforcement-learning-agents
https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#51-policy-gradients-and-the-reinforce-algorithm
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https://patch-diff.githubusercontent.com/cognicore-git/TensorFlow-LiveLessons#54-approaching-artificial-general-intelligence
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