- http://playground.tensorflow.org/
- https://www.youtube.com/watch?v=UGkHV0Qm8xw
- https://www.youtu ## Neural Network
- http://playground.tensorflow.org/
- https://www.youtube.com/watch?v=UGkHV0Qm8xw
- https://www.youtube.com/watch?v=BR9h47Jtqyw ( friendly introduction to Deep Learning and NN)
- https://www.analyticsvidhya.com/blog/2020/01/comprehensive-learning-path-deep-learning-2020/
- https://www.analyticsvidhya.com/blog/2020/03/deep-learning-5-things-to-know/
- https://github.com/lutzroeder/netron (Netron is a viewer for neural network, deep learning and machine learning models)
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/classify2d.html
- https://eng.uber.com/introducing-ludwig/be.com/watch?v=BR9h47Jtqyw (friendly introduction to Deep Learning and NN)
- https://www.analyticsvidhya.com/blog/2020/01/comprehensive-learning-path-deep-learning-2020/
- https://www.analyticsvidhya.com/blog/2020/03/deep-learning-5-things-to-know/
- https://github.com/lutzroeder/netron (Netron is a viewer for neural network, deep learning and machine learning models)
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/classify2d.html
- http://colah.github.io/posts/2014-03-NN-Manifolds-Topology/
- https://eng.uber.com/introducing-ludwig/
- https://www.analyticsvidhya.com/blog/2018/04/fundamentals-deep-learning-regularization-techniques/
- https://setosa.io/ev/image-kernels/
- https://www.cs.ryerson.ca/~aharley/vis/conv/flat.html
- https://www.youtube.com/watch?v=Qwkf688-KoU
- https://www.pico.net/kb/what-is-the-difference-between-same-and-valid-padding-in-tf-nn-max-pool-of-tensorflow
- https://www.coursera.org/learn/convolutional-neural-networks/lecture/Ob1nR/computer-vision
- https://www.youtube.com/watch?v=2-Ol7ZB0MmU (friendly introduction to CNN)
- https://poloclub.github.io/cnn-explainer/
- https://poseshield.withgoogle.com/
- https://tensorspace.org/
- https://medium.com/deep-ai/training-cnn-on-azure-with-keras-9da668d7b5a9
- https://www.youtube.com/watch?v=AgkfIQ4IGaM (Deep Visualization Toolbox)
- http://colah.github.io/posts/2015-08-Understanding-LSTMs/
- https://www.kaggle.com/tanulsingh077/deep-learning-for-nlp-zero-to-transformers-bert
- https://www.coursera.org/learn/nlp-sequence-models/lecture/ehs0S/deep-rnns
- https://machinelearningmastery.com/crash-course-deep-learning-natural-language-processing/
- https://www.youtube.com/watch?v=UNmqTiOnRfg (friendly introduction to RNN)
- https://www.analyticsvidhya.com/blog/2020/01/learning-path-nlp-2020/?utm_source=blog&utm_medium=comprehensive-learning-path-deep-learning-2020
- NLP Full Course (https://www.youtube.com/watch?v=n25JjoixM3I&list=PLLssT5z_DsK8BdawOVCCaTCO99Ya58ryR&index=2&t=0s)
- https://web.stanford.edu/~jurafsky/slp3/
- https://www.youtube.com/watch?v=cce8ntxP_XI&list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9 fast.ai Code-First Intro to Natural Language Processing - playlist
- http://corenlp.run/
- https://naspers.udemy.com/course/tensorflow-2-practical/learn
- https://naspers.udemy.com/course/tensorflow-2-practical-advanced/learn
- https://www.coursera.org/specializations/deep-learning
- https://www.udemy.com/course/tensorflow-2/learn
- https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w/playlists (Andrew Ng Deep Learning Coursera Specialization)
- https://naspers.udemy.com/course/nlp-natural-language-processing-with-python
- https://towardsdatascience.com/deep-learning-course-notebooks-worth-2-000-are-now-open-source-7d6bc759ef47
- https://course.fast.ai/videos/?lesson=1
- https://academy.ineuron.ai/natural-language-processing.php
- Google Cloud AI Developer Relations - AI Training https://www.youtube.com/channel/UC8OV0VkzHTp8_PUwEdzlBJg
- MIT Deep Learning Lectures (https://deeplearning.mit.edu/)
- https://medium.com/technologymadeeasy/the-best-explanation-of-convolutional-neural-networks-on-the-internet-fbb8b1ad5df8
- https://medium.com/implodinggradients/tensorflow-or-keras-which-one-should-i-learn-5dd7fa3f9ca0
- https://medium.com/@d3lm/understand-tensorflow-by-mimicking-its-api-from-scratch-faa55787170d
- https://medium.com/hackernoon/9-things-you-should-know-about-tensorflow-9cf0a05e4995
- https://dask.org/ (DASK), alternative to spark
- pyspark
- https://keras-team.github.io/keras-tuner/
- https://blog.tensorflow.org/2020/01/hyperparameter-tuning-with-keras-tuner.html
- https://medium.com/python-data/hyperparameter-tuning-tensorflow-2-models-with-keras-tuner-81f36f801040
- Streamlit.io
- Dash plotly.com/dash