NeurIPS 2019 Talks:
https://slideslive.com/neurips#!feed=latest
https://slideslive.com/neurips#!feed=latest
SlidesLive
NeurIPS
Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference…
Reinforcement Learning by David Silver:
https://youtu.be/2pWv7GOvuf0?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
https://youtu.be/2pWv7GOvuf0?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
Workera Report.pdf
1.3 MB
Companies everywhere are building AI teams, but it’s
still unclear what aspiring machine learning engineers,
data scientists, and software engineers should focus
on when applying for AI jobs. This report walks you
through different types of organization, different roles
within them, the tasks you’ll work on, and the skills
recruiters are looking for in each role. It is the result
of two large-scale studies of the supply of and
business demand for AI talent. We're here to provide
mentorship and help you find a job that suits your
skills, experience, and aspirations.
still unclear what aspiring machine learning engineers,
data scientists, and software engineers should focus
on when applying for AI jobs. This report walks you
through different types of organization, different roles
within them, the tasks you’ll work on, and the skills
recruiters are looking for in each role. It is the result
of two large-scale studies of the supply of and
business demand for AI talent. We're here to provide
mentorship and help you find a job that suits your
skills, experience, and aspirations.
🎥فیلمهای آموزشی شبکههای بازگشتی عمیق و پیاده سازی در #Tesnorflow2 و #Keras که در #صندوق_نوآوری_و_شکوفایی برگزار گردید.
http://class.vision/deeplearning2/
پیشنمایش دوره در آپارات:
https://www.aparat.com/v/zqbc8
کد تخفیف ۱۰ درصد schoolofai مخصوص اعضای کانال که برای دوره مقدماتی نیز معتبر است!
http://class.vision/deeplearning2/
پیشنمایش دوره در آپارات:
https://www.aparat.com/v/zqbc8
کد تخفیف ۱۰ درصد schoolofai مخصوص اعضای کانال که برای دوره مقدماتی نیز معتبر است!
قابلیت استفاده از TPU های گوگل به کرنل های Kaggle اضافه شد:
https://www.kaggle.com/docs/tpu?utm_medium=social&utm_source=twitter&utm_campaign=tpu-announcement-1
https://www.kaggle.com/docs/tpu?utm_medium=social&utm_source=twitter&utm_campaign=tpu-announcement-1
Kaggle
Tensor Processing Units (TPUs) Documentation
Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.
Practical Hyperparameter Optimization:
https://www.kdnuggets.com/2020/02/practical-hyperparameter-optimization.html
https://www.kdnuggets.com/2020/02/practical-hyperparameter-optimization.html
KDnuggets
Practical Hyperparameter Optimization
An introduction on how to fine-tune Machine and Deep Learning models using techniques such as: Random Search, Automated Hyperparameter Tuning and Artificial Neural Networks Tuning.
A Deep Learning Approach to Antibiotic Discovery
https://www.cell.com/cell/fulltext/S0092-8674(20)30102-1?utm_medium=homepage#.Xk94zegfN7k.twitter
https://www.cell.com/cell/fulltext/S0092-8674(20)30102-1?utm_medium=homepage#.Xk94zegfN7k.twitter
Using neural networks to solve advanced mathematics equations
https://ai.facebook.com/blog/using-neural-networks-to-solve-advanced-mathematics-equations/
https://ai.facebook.com/blog/using-neural-networks-to-solve-advanced-mathematics-equations/
Alibaba's new AI system can detect coronavirus in seconds with 96% accuracy
https://thenextweb.com/neural/2020/03/02/alibabas-new-ai-system-can-detect-coronavirus-in-seconds-with-96-accuracy/
https://thenextweb.com/neural/2020/03/02/alibabas-new-ai-system-can-detect-coronavirus-in-seconds-with-96-accuracy/
TNW
Alibaba’s new AI system can detect coronavirus in seconds with 96% accuracy
Chinese technology giant Alibaba recently developed an AI system for diagnosing the COVID-19 (coronavirus). Alibaba’s like Amazon, Microsoft, a video game company, and a nation-wide healthcare network all rolled into one with every branch b
DeepMind Releases a New Architecture and a New Dataset to Improve Long-Term Memory in Deep Learning Systems
https://towardsdatascience.com/deepmind-releases-a-new-architecture-and-a-new-dataset-to-improve-long-term-memory-in-deep-22f4b098153
https://towardsdatascience.com/deepmind-releases-a-new-architecture-and-a-new-dataset-to-improve-long-term-memory-in-deep-22f4b098153
A critique of pure learning and what artificial neural networks can learn from animal brains
https://www.nature.com/articles/s41467-019-11786-6
https://www.nature.com/articles/s41467-019-11786-6
Nature
A critique of pure learning and what artificial neural networks can learn from animal brains
Nature Communications - Recent gains in artificial neural networks rely heavily on large amounts of training data. Here, the author suggests that for AI to learn from animal brains, it is important...
Transformers are a special case of Graph Neural Networks. This may be obvious to some, but the following blog post does a good job at explaining these important concepts.
https://graphdeeplearning.github.io/post/transformers-are-gnns/
https://graphdeeplearning.github.io/post/transformers-are-gnns/
NTU Graph Deep Learning Lab
Transformers are Graph Neural Networks | NTU Graph Deep Learning Lab
Engineer friends often ask me: Graph Deep Learning sounds great, but are there any big commercial success stories? Is it being deployed in practical applications?
Besides the obvious ones–recommendation systems at Pinterest, Alibaba and Twitter–a slightly…
Besides the obvious ones–recommendation systems at Pinterest, Alibaba and Twitter–a slightly…