Advanced Topics in Deep Convolutional Neural Networks

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https://towardsdatascience.com/advanced-topics-in-deep-convolutional-neural-networks-71ef1190522d

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List of Free Natural Language Processing Courses

1)Speech and Language Processing by Dan Jurafsky and James Martin
https://web.stanford.edu/~jurafsky/slp3/

2) Deep Learning for Natural Language Processing by Richard Socher (Stanford University)
https://m.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6

3. Natural Language Processing (NLP) by Microsoft
https://www.edx.org/course/natural-language-processing-nlp-2

4. Andrew Ng’s course on Machine Learning
https://www.coursera.org/learn/machine-learning/home/welcome

5. The video lectures and resources for Stanford’s Natural Language Processing with Deep Learning
http://web.stanford.edu/class/cs224n/

https://m.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6


6. Sequence Models for Time Series and Natural Language Processing
https://www.coursera.org/learn/sequence-models-tensorflow-gcp?ranMID=40328&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-ACNikbtJvh2d5Evme5yZQA&siteID=SAyYsTvLiGQ-ACNikbtJvh2d5Evme5yZQA&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=SAyYsTvLiGQ

7. Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford.
http://www.cs.ox.ac.uk/teaching/courses/2016-2017/dl/

8. Natural Language Processing Fundamentals in Python by Datacamp
https://www.datacamp.com/courses/natural-language-processing-fundamentals-in-python

9 Natural Language Processing by Higher School of Economics
https://www.coursera.org/learn/language-processing?

10 How to Build a Chatbot Without Coding by IBM
https://www.coursera.org/learn/building-ai-powered-chatbots

11. CS 388: Natural Language Processing by University of Texas
https://www.cs.utexas.edu/~mooney/cs388/

12. Natural Language Processing with Python
http://www.nltk.org/book/

13. CSEP 517: Natural Language Processing by University of Washington
https://courses.cs.washington.edu/courses/csep517/17sp/

14. Dan Jurafsky & Chris Manning: Natural Language Processing
https://m.youtube.com/playlist?list=PL8FFE3F391203C98C

15. NATURAL LANGUAGE PROCESSING by Carnegie Mellon University
http://demo.clab.cs.cmu.edu/NLP/

16. CS224n: Natural Language Processing with Deep Learning by Stanford University
http://web.stanford.edu/class/cs224n/

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https://medium.com/@rinu.gour123/ai-python-computer-vision-tutorial-with-opencv-b7f86c3c6a1a

Review: FPN — Feature Pyramid Network (Object Detection)

What Is Covered:
* Various Architecture in Literature
* Feature Pyramid Network (FPN)
* FPN for Region Proposal Network (RPN)
* FPN for Detection Network
* Ablation Experiments
* Comparison with State-of-the-art Approaches

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https://towardsdatascience.com/review-fpn-feature-pyramid-network-object-detection-262fc7482610

Face Recognition Using OpenCV | Loading Recognizer

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https://thecodacus.com/face-recognition-loading-recognizer/#.XQIPT1wzaUk

Best Deep Learning Research of 2019 So Far

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https://medium.com/@ODSC/best-deep-learning-research-of-2019-so-far-7bea0ed22e38

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Contetns :
1. ComputerVisionBooks
2. DeepLearningBooks
3. MachineLearningBooks
4. MathBooks
5. NLPBooks
6. PythonBooks
7. ReinforcementLearningBooks

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https://github.com/changwookjun/StudyBook

Top Five YouTube Channels for Web Developers

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.https://codeburst.io/top-five-youtube-channels-for-web-developers-e51c055ab831

How to learn Deep Learning in 6 months

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.https://towardsdatascience.com/how-to-learn-deep-learning-in-6-months-e45e40ef7d48

Do GANs Dream of Fake Images?

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.https://towardsdatascience.com/do-gans-dream-of-fake-images-4372b0777a2d

Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences

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.https://medium.com/@ageitgey/machine-learning-is-fun-part-5-language-translation-with-deep-learning-and-the-magic-of-sequences-2ace0acca0aa

Free online course from coursera.com
Convolutional Neural Networks

Skills you will gain:
Facial Recognition System
Tensorflow
Convolutional Neural Network
Artificial Neural Network


* Foundations of Convolutional Neural Networks
* Deep convolutional models: case studies
* Object detection
* Special applications: Face recognition & Neural style transfer

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.https://www.coursera.org/learn/convolutional-neural-networks

1000x Faster Data Augmentation

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.https://bair.berkeley.edu/blog/2019/06/07/data_aug/?utm_campaign=Artificial%2BIntelligence%2BWeekly&utm_medium=web&utm_source=Artificial_Intelligence_Weekly_110

Papers and code:

AI section of Arxiv.org is useful if you are looking for the latest research papers.

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.https://arxiv.org/list/cs.AI/recent

https://yangx.top/CodingNews/399

Join @CodingNews to learn the latest technologies and trends in the world of web development 👨🏼‍💻

You are welcome to participate in a dev related discussions @CodingChat

"BEST BOOKS TO LEARN PYTHON FROM BASICS TO ADVANCED "

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.https://kluece.ml/python.html

FastAI Image Classification

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.https://towardsdatascience.com/fastai-image-classification-32d626da20

10 Simple hacks to speed up your Data Analysis in Python

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.https://towardsdatascience.com/10-simple-hacks-to-speed-up-your-data-analysis-in-python-ec18c6396e6b