Data Science and Engineering
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Data Science and Engineering
547 subscribers
Data Science and Engineering
A new article entitled "What’s New in Deep Learning Research: Teaching Computers How to Code" written by Jesus Rodriguez is now online!

#DeepLearning #ArtificialIntelligence #MachineLearning

@ITNEXT

Writing programs that can create programs have been an elusive goal of artificial intelligence(AI) research for many years. As a matter of… > Read More...

https://towardsdatascience.com/whats-new-in-deep-learning-research-teaching-computers-how-to-code-5c71e660a827
Towards Data Science
What’s New in Deep Learning Research: Teaching Computers How to Code
Writing programs that can create programs have been an elusive goal of artificial intelligence(AI) research for many years. As a matter of…
233 views
Data Science and Engineering
The article "Intuitively Understanding Convolutions for Deep Learning" written by Irhum Shafkat with 121 claps is hot on the list of publications!

#DeepLearning #TowardsDataScience #ArtificialIntelligence #ComputerVision #MachineLearning

@ITNEXT

Exploring the strong visual hierarchies that makes them work > Read More...

https://towardsdatascience.com/intuitively-understanding-convolutions-for-deep-learning-1f6f42faee1
Medium
Intuitively Understanding Convolutions for Deep Learning
Exploring the strong visual hierarchies that makes them work
1.68K views
Data Science and Engineering
Announcing DGX-2, the world's most powerful AI system for the most complex AI challenges. DGX-2, the first 2 petaFLOP #deeplearning system, delivers 10X performance gain, driven by the new Tesla V100 32GB GPU and NVSwitch.

@itnext


http://goo.gl/kCqyNj

#GTC18
NVIDIA Newsroom Newsroom
NVIDIA Boosts World’s Leading Deep Learning Computing Platform, Bringing 10x Performance Gain in Six Months
GPU Technology Conference — NVIDIA today unveiled a series of important advances to its world-leading deep learning computing platform, which delivers a 10x performance boost on deep learning workloads compared with the previous generation six months ago.
51 views
Data Science and Engineering
A new article entitled "Google Smart Compose, Machine Bias, Racist AI — Summarising One Night of Binge Reading from Blogs" written by Avinash is now online!

#Technology #DeepLearning #MachineLearning

@ITNEXT

After Sundar Pichai took the stage and began his Google I/O 2018’s keynote, I started to take a note of interesting things that were being… > Read More...

https://towardsdatascience.com/google-smart-compose-machine-bias-racist-ai-summarising-one-night-of-binge-reading-from-blogs-19a033953013
Towards Data Science
Google Smart Compose, Machine Bias, Racist AI — Summarising One Night of Binge Reading from Blogs
After Sundar Pichai took the stage and began his Google I/O 2018’s keynote, I started to take a note of interesting things that were being…
51 views
Data Science and Engineering
An article entitled "Must know Information Theory concepts in Deep Learning (AI)" written by Abhishek Parbhakar with 86 claps is now accessible for read!

#DataScience #InformationTheory #ArtificialIntelligence #DeepLearning #MachineLearning

@ITNEXT

Commonly encountered four Information theoretic concepts in machine learning, especially deep learning. > Read More...

https://towardsdatascience.com/must-know-information-theory-concepts-in-deep-learning-ai-e54a5da9769d
Medium
Must know Information Theory concepts in Deep Learning (AI)
Commonly encountered four Information theoretic concepts in machine learning, especially deep learning.
53 views
Data Science and Engineering
The article "In-depth Summary of Facebook AI’s Music Translation Model" written by Jaley Dholakiya with 149 claps is hot on the list of publications!

#ArtificialIntelligence #Facebook #DeepLearning #DataScience #MachineLearning

@ITNEXT

This isn’t the first time, we are addressing Music Translation, wherein you try to convert piano track to guitar. There are many many… > Read More...

https://towardsdatascience.com/in-depth-summary-of-facebook-ais-music-translation-model-7516a0c3f2ce
Towards Data Science
In-depth Summary of Facebook AI’s Music Translation Model
This isn’t the first time, we are addressing Music Translation, wherein you try to convert piano track to guitar. There are many many…
601 views
Data Science and Engineering
This New Chip Design Could Make Neural Nets More Efficient and a Lot Faster

https://buff.ly/2Mkwgvi

#NeuralNetworks #DeepLearning #Chip #design
Singularity Hub
This New Chip Design Could Make Neural Nets More Efficient and a Lot Faster
Neural networks running on GPUs have achieved some amazing advances in artificial intelligence, but the two are accidental bedfellows. IBM researchers hope a new chip design tailored specifically to run neural nets could provide a faster and more efficient…
38 views
Data Science and Engineering
An article entitled "Is the Braess Paradox related to Dropout in Neural Nets ?" written by Yotam Gafni with 81 claps is now accessible for read!

#DeepLearning #GameTheory #ArtificialIntelligence #NeuralNetworks #MachineLearning

@ITNEXT

Sometimes we run into extravagant ideas that end up bearing no fruits. I spent the good part of the last day trying to nail down the… > Read More...

https://hackernoon.com/is-the-braess-paradox-related-to-dropout-in-neural-nets-270ecb97cdeb
Hacker Noon
Is the Braess Paradox related to Dropout in Neural Nets ?
Sometimes we run into extravagant ideas that end up bearing no fruits. I spent the good part of the last day trying to nail down the…
32 views
Data Science and Engineering
An article entitled "Is the Braess Paradox related to Dropout in Neural Nets ?" written by Yotam Gafni with 81 claps is now accessible for read!

#DeepLearning #GameTheory #ArtificialIntelligence #NeuralNetworks #MachineLearning

@ITNEXT

Sometimes we run into extravagant ideas that end up bearing no fruits. I spent the good part of the last day trying to nail down the… > Read More...

https://hackernoon.com/is-the-braess-paradox-related-to-dropout-in-neural-nets-270ecb97cdeb
Hacker Noon
Is the Braess Paradox related to Dropout in Neural Nets ?
Sometimes we run into extravagant ideas that end up bearing no fruits. I spent the good part of the last day trying to nail down the…
34 views
Data Science and Engineering
A new article entitled "Introduction of TensorFlow with Python" written by Harun-Ur-Rashid(Shimanto) is now online!

#TensorFlow #MachineLearning #Python3 #Matplotlib #DeepLearning

@ITNEXT

Machine learning is the most popular part of our technology world. TensorFlow is also a popular open source and it is a framework of deep… > Read More...

https://hackernoon.com/introduction-of-tensorflow-with-python-f4a9624f2ab2
Hacker Noon
Introduction to TensorFlow with Python
Machine learning is the most popular part of our technology world. TensorFlow is also a popular open source and it is a framework of deep…
56 views
Data Science and Engineering
A new article entitled "How to collect your deep learning dataset" written by George Seif is now online!

#DeepLearning #MachineLearning #Technology #DataScience #ArtificialIntelligence

@ITNEXT

Deep Learning has become the go-to method for solving many challenging real-world problems. It’s definitely by far the best performing… > Read More...

https://towardsdatascience.com/how-to-collect-your-deep-learning-dataset-2e0eefc0ba24
Medium
How to collect your deep learning dataset
Deep Learning has become the go-to method for solving many challenging real-world problems. It’s definitely by far the best performing method for computer vision tasks. The image above showcases the…
52 views
Data Science and Engineering
An article entitled "Improvements in Deep Q Learning: Dueling Double DQN, Prioritized Experience Replay, and fixed…" written by Thomas Simonini with 68 claps is now accessible for read!

#ReinforcementLearning #MachineLearning #ArtificialIntelligence #Tech #DeepLearning

@ITNEXT

In our last article about Deep Q Learning with Tensorflow, we implemented an agent that learns to play a simple version of Doom. In the… > Read More...

https://medium.freecodecamp.org/improvements-in-deep-q-learning-dueling-double-dqn-prioritized-experience-replay-and-fixed-58b130cc5682
freeCodeCamp.org
Improvements in Deep Q Learning: Dueling Double DQN, Prioritized Experience Replay, and fixed…
By Thomas Simonini This article is part of Deep Reinforcement Learning Course with Tensorflow ?️. Check the syllabus here. In our last article about Deep Q Learning with Tensorflow, we implemented an agent that learns to play a simple version of Do...
49 views
Data Science and Engineering
A new article entitled "Setting up your GPU machine to be Deep Learning ready" written by Saurabh Bodhe is now online!

#GpuMachine #MachineLearning #Gpu #Nvidia #DeepLearning

@ITNEXT

Hi there, > Read More...

https://hackernoon.com/setting-up-your-gpu-machine-to-be-deep-learning-ready-96b61a7df278
Hackernoon
Setting up your GPU machine to be Deep Learning ready | Hacker Noon
49 views
Data Science and Engineering
A new article entitled "FastText: Under the Hood" written by Nishan Subedi is now online!

#WordEmbeddings #MachineLearning #Fasttext #DataScience #DeepLearning

@ITNEXT

Where we look at how one of the best performing embeddings library is implemented. > Read More...

https://towardsdatascience.com/fasttext-under-the-hood-11efc57b2b3
Medium
FastText: Under the Hood
Where we look at how one of the best performing embeddings library is implemented.
47 views
Data Science and Engineering
An article entitled "From Topological Data Analysis to Deep Learning: No Pain No Gain" written by Dindin Meryll with 46 claps is now accessible for read!

#DataAnalysis #MachineLearning #TowardsDataScience #Topology #DeepLearning

@ITNEXT

Today, I’ll try to give some insights about TDA (for Topological Data Analysis), a mathematical field quickly evolving, that will certainly… > Read More...

https://towardsdatascience.com/from-tda-to-dl-d06f234f51d
Medium
From Topological Data Analysis to Deep Learning: No Pain No Gain
Today, I’ll try to give some insights about TDA (for Topological Data Analysis), a mathematical field quickly evolving, that will certainly…
60 views
Data Science and Engineering
A new article entitled "Better Internal Audits with Artificial Intelligence" written by Daniel Shapiro, PhD is now online!

#Audit #ArtificialIntelligence #DeepLearning #RiskManagement #DataScience

@ITNEXT

Auditing internal reports is a very manual process. We saw an opportunity to use artificial intelligence to improve that process. This… > Read More...

https://towardsdatascience.com/better-internal-audits-with-artificial-intelligence-53b6a2ec7878
Medium
Better Internal Audits with Artificial Intelligence
Auditing internal reports is a very manual process. We saw an opportunity to use artificial intelligence to improve that process. This…
91 views
Data Science and Engineering
An article entitled "How to create Words Embedding in TensorFlow" written by Francesco Zuppichini with 43 claps is now accessible for read!

#Programming #DeepLearning #Python #TensorFlow #MachineLearning

@ITNEXT

Three different ways > Read More...

https://towardsdatascience.com/how-to-create-word-embedding-in-tensorflow-ed0a61507dd0
Medium
How to create Words Embedding in TensorFlow
Three different ways
98 views
Data Science and Engineering
A new article entitled "Deep learning for specific information extraction from unstructured texts" written by Intuition Engineering is now online!

#NaturalLanguage #ArtificialIntelligence #DeepLearning #MachineLearning #Research

@ITNEXT

Authors: Vladimir Chikin, Ivan Ilin > Read More...

https://towardsdatascience.com/deep-learning-for-specific-information-extraction-from-unstructured-texts-12c5b9dceada
Medium
Deep learning for specific information extraction from unstructured texts
This is the first one of the series of technical posts related to our work on iki project, covering some applied cases of Machine Learning…
130 views
Data Science and Engineering
A new article entitled "Deep Learning Bobblehead Animations" written by Anson Wong is now online!

#ArtificialIntelligence #DeepLearning #ComputerVision #MachineLearning #Art

@ITNEXT

Multi-pose estimation is currently a state-of-the-art deep learning approach in computer vision for detecting humans and their joints in an… > Read More...

https://towardsdatascience.com/making-bobblehead-animations-using-deep-learning-1df2cb004429
Towards Data Science
Deep Learning Bobblehead Animations
Multi-pose estimation is currently a state-of-the-art deep learning approach in computer vision for detecting humans and their joints in…
158 views
Data Science and Engineering
Hi Folks,

Many of you probably follow sentdex (Harrison Kinsley) on YouTube (channel link below). He has great introductory content for #machinelearning.

Recently he also wrapped up a Kickstarter campaign to write a book on how to implement #deeplearning from scratch in #python. The videos for the book are free (on his channel) and a link to the book's site can be found below.

sentdex youtube -> https://lnkd.in/gXkhEv7

kickstarter -> https://lnkd.in/gcVyRa6

book site -> https://nnfs.io/
1.66K views