I just wrote a well-structured Ipython notebook about how you could implement a Convolutional neural network in Keras to recognize Persian digits, check it out :
https://github.com/erfanMhi/Persian-Digits-Recognizer
https://github.com/erfanMhi/Persian-Digits-Recognizer
GitHub
GitHub - erfanMhi/Persian-Digits-Recognizer: A well documented Jupyter notebook for learning how you could recognize Persian digits…
A well documented Jupyter notebook for learning how you could recognize Persian digits using CNNs. - GitHub - erfanMhi/Persian-Digits-Recognizer: A well documented Jupyter notebook for learning how...
Mathematical Analysis MIT
https://www.youtube.com/watch?v=8hJYD_NcOGQ&list=PLDULV1Jm6SIAL44pbqHCUdiCU9H2IKXnr
https://www.youtube.com/watch?v=8hJYD_NcOGQ&list=PLDULV1Jm6SIAL44pbqHCUdiCU9H2IKXnr
YouTube
Math 131 083116 Ordered Sets and Boundedness
[Notes for the course and others may be downloaded at https://community.scrippscollege.edu/wcwou/online-resources/class-notes/.] Heading towards the real (and complex) numbers: problems with the rational numbers (algebraic incompleteness, analytic incompleteness).…
A review on Deep Learning for Sentiment Analysis
https://arxiv.org/ftp/arxiv/papers/1801/1801.07883.pdf
https://arxiv.org/ftp/arxiv/papers/1801/1801.07883.pdf
Implementing Recurrent Neural Networks For Sentiment Analysis
https://deeplearning.net/tutorial/lstm.html
https://deeplearning.net/tutorial/lstm.html
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
https://github.com/mhbashari/awesome-persian-nlp-ir
https://github.com/mhbashari/awesome-persian-nlp-ir
GitHub
GitHub - mhbashari/awesome-persian-nlp-ir: Curated List of Persian Natural Language Processing and Information Retrieval Tools…
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources - mhbashari/awesome-persian-nlp-ir
A great course about nlp released again
https://twitter.com/stanfordnlp/status/1050393175032967168
https://twitter.com/stanfordnlp/status/1050393175032967168
Twitter
Stanford NLP Group
Our free online lecture series on #NLProc: NLP by @jurafsky & @chrmanning (2012 Coursera nlp-class) https://t.co/wK9Za3WRGo—missing from web for ages for tedious reasons but now back! ❦ NLP with Deep Learning by @chrmanning & @RichardSocher (cs224n 2017)…
Deep Learning for Self-Driving Cars Course by MIT
https://www.youtube.com/watch?v=-6INDaLcuJY&list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf
https://www.youtube.com/watch?v=-6INDaLcuJY&list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf
YouTube
MIT 6.S094: Deep Learning
This is lecture 1 of course 6.S094: Deep Learning for Self-Driving Cars (2018 version). This class is free and open to everyone. It is an introduction to the practice of deep learning through the applied theme of building a self-driving car.
OUTLINE:
0:00…
OUTLINE:
0:00…
Deep Reinforcement Learning Course by Berkeley University
https://rail.eecs.berkeley.edu/deeprlcourse/
https://rail.eecs.berkeley.edu/deeprlcourse/
A great paper about using CNNs for nlp
https://arxiv.org/pdf/1703.03091.pdf
https://arxiv.org/pdf/1703.03091.pdf