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
You can find lots of open source deep learning code and pretrained models here :
https://modelzoo.co/
https://modelzoo.co/
If you like AI courses, videos, books, etc. check out
https://aitube.io
https://aitube.io
aitube.io
aitube.io - all things ai (Artificial Intelligence)!
Check out all things ai! Videos on Artificial Intelligence (A.I.), Machine Learning, Deep Learning, Data Science and much more! aitube.io is organizing the Internet's information about A.I. (Artificial Intelligence) through crowdsourcing! You can submit videos…
Here's a review of the last 15 years of natural language processing (NLP) research.
https://bit.ly/2AbGJVz
https://bit.ly/2AbGJVz
AYLIEN
A Review of the Neural History of Natural Language Processing - AYLIEN
This is the first blog post in a two-part series. The series expands on the Frontiers of Natural Language Processing session organized by Herman Kamper and me at the Deep […]