AI, Python, Cognitive Neuroscience
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πŸ”ΈComputer Science Flash Cards
#computer_science #Flash_Card

πŸ‘‰ Link
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What’s New in Deep Learning Research: How Google Builds Curiosity Into Reinforcement Learning Agents

🌎 Link Review

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Neural Network Programming with TensorFlow

#Ϊ©ΨͺΨ§Ψ¨
🌎 Download πŸ‘‡πŸ‘‡

βœ… https://t.me/ai_python_en/62 βœ…

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Overview Page: Unsupervised Neural Networks that Fight in a Minimax Game, to Learn the Statistics of Data, or to Achieve Artificial Curiosity in Reinforcement Learning (since the early 1990s):

https://lnkd.in/gxC8Awg

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β–ͺ️Data Science Projects:

β˜† The Data Science IPython Notebooks:
=> This repository is filled with IPython notebooks that cover different topics, going from Kaggle competitions to big data and deep learning.
[ https://lnkd.in/dW3WBi6 ]

β˜† The Pattern Classification:
=> Tutorials and examples to solve and understand machine learning and pattern classification tasks.
[ https://lnkd.in/d9PGxHm ]

β˜† Deep Learning In Python:
=> This repository is the way to go!
[ https://lnkd.in/d-hNVCD ]

More ...
β–ͺ️Data Science News
β–ͺ️Data Science Books
β–ͺ️Data Science Talks
β–ͺ️R for Data Science Talks
β–ͺ️Python for Data Science Talks
β–ͺ️Big Data Talks
β–ͺ️Data Science Podcasts
β–ͺ️Data Science Webinars
β–ͺ️Data Science Tutorials
β–ͺ️Data Science Community
β–ͺ️Data Science Courses

Refer to the full article
[ https://lnkd.in/dmKmx_D ]

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Introduction to Artificial Intelligence

Lectures for INFO8006 - Introduction to Artificial Intelligence, Fall 2018.

By Gilles Louppe: https://lnkd.in/eixRYiJ

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AI Pioneer Yoshua Bengio Says Universities Deserve More Credit

By Sam Shead: https://lnkd.in/ehFYW5i

#artificialintelligence #deeplearning #machinelearning

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Efficiently measuring a quantum device using machine learning

🌎 paper : https://arxiv.org/abs/1810.10042

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Andrew Ng : Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

🌎 Paper

🌎 GitHub

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An archive of all O'Reilly data ebooks is available below for free download. Dive deep into the latest in data science and big data, compiled by O'Reilly editors, authors, and Strata speakers:

There are several selections starting from 2012 Ebooks to 2016 Ebooks.
#Book #Ϊ©ΨͺΨ§Ψ¨
To download O'Reilly data ebooks,🌎 click here.

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The 10 Neural Network Architectures Machine Learning Researchers Need To Learn

#NeuralNetworks #AI #MachineLearning #DeepLearning #DataScience

🌎 Link Review

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I just got back from EMNLP in Brussels. We were presenting our dataset paper ShARC (a blog post about ShARC will be coming soon). The scale and breadth of the conference was really something, with so many smart people doing amazing things. It was also great to meet, network and talk research with all kinds of academics in NLP. We’ve got some exciting projects planned already, and I’m really just starting out. it was great to meet you all, lets stay in contact.

🌎 Link Review


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Hands-On Transfer Learning with Python

Hands-On Transfer Learning with Python Implement Advanced Deep Learning and Neural Network Models Using TensorFlow and Keras (2018)

What you will learn in this book :

β€’ Explore various DL architectures, including CNN, LSTM, and capsule networks
β€’ Get to grips with models and strategies in transfer learning
β€’ Walk through potential challenges in building complex transfer learning models from scratch
β€’ Explore real-world research problems related to computer vision and audio analysis
β€’ Understand how transfer learning can be leveraged in NLP

🌎 Github

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Another amazing deep learning cheatsheets, this time for Standford's CS 230 - Deep Learning class. A lot of materials covered from convolutional neural networks, recurrent neural networks to practical tips and tricks when training a neural network. Check out their Github repo to download all the materials as pdf or visit their website to read it directly from there.
#deeplearning #machinelearning #cheatsheets

Github: https://lnkd.in/dbiQAve
Website: https://lnkd.in/dpt8CNP

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by Vikas Gupta, we are sharing code (C++ and Python) to use OpenCV's built-in QR code Scanner.

We also compare it with Zbar QR code scanner. Unfortunately, OpenCV falls short, but hey it is a start!


🌎 https://lnkd.in/e9vdZM4

If you like it, please share it.

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