Forwarded from Data Science Boom
Boom! Weekly selection from DSB. Issue #45
The TOP 10 most popular links for the week
1. The best of ML. 40 of the best resources for Machine Learning
http://bit.ly/2NS1Z8h
2. A new tool from Google and OpenAI lets us better see through the eyes of artificial intelligence
http://bit.ly/2NYtInO
3. Artificial Intelligence at NASA – Current Projects and Applications
http://bit.ly/2NWP2Kk
4. Visual Vocabulary
http://bit.ly/2Fau0VM
5. Natural Language Processing Tutorial for Deep Learning Researchers
http://bit.ly/2Fa709q
6. Machine Learning for Beginners: An Introduction to Neural Networks
http://bit.ly/2NTbwvC
7. The A.I. Diet. Forget government-issued food pyramids. Let an algorithm tell you how to eat.
https://nyti.ms/2F99dBN
8. The Most Complete List of Best AI Cheat Sheets
http://bit.ly/2O4O1Qg
9. 3 Levels of Deep Learning Competence
http://bit.ly/2O4MeuJ
10. LazyNLP for Creating Massive Text Datasets
http://bit.ly/2O3aKfN
The TOP 10 most popular links for the week
1. The best of ML. 40 of the best resources for Machine Learning
http://bit.ly/2NS1Z8h
2. A new tool from Google and OpenAI lets us better see through the eyes of artificial intelligence
http://bit.ly/2NYtInO
3. Artificial Intelligence at NASA – Current Projects and Applications
http://bit.ly/2NWP2Kk
4. Visual Vocabulary
http://bit.ly/2Fau0VM
5. Natural Language Processing Tutorial for Deep Learning Researchers
http://bit.ly/2Fa709q
6. Machine Learning for Beginners: An Introduction to Neural Networks
http://bit.ly/2NTbwvC
7. The A.I. Diet. Forget government-issued food pyramids. Let an algorithm tell you how to eat.
https://nyti.ms/2F99dBN
8. The Most Complete List of Best AI Cheat Sheets
http://bit.ly/2O4O1Qg
9. 3 Levels of Deep Learning Competence
http://bit.ly/2O4MeuJ
10. LazyNLP for Creating Massive Text Datasets
http://bit.ly/2O3aKfN
Forwarded from Automatics & Robotics & Arduino
Adafruit IO Environmental Monitor for Feather or Raspberry Pi
Build an internet-enabled environmental monitor to see what's in th
Knowing what's in the air you breathe is important - and building an environmental monitor is a way to visualize the invisible properties of the air you inhale.
This guide covers building a small, internet-enabled environmental monitor which can track a range of data such from temperature to UV-level to the amount of total-volatile-organic-compounds present in the air.
https://learn.adafruit.com/adafruit-io-air-quality-monitor/overview
Build an internet-enabled environmental monitor to see what's in th
Knowing what's in the air you breathe is important - and building an environmental monitor is a way to visualize the invisible properties of the air you inhale.
This guide covers building a small, internet-enabled environmental monitor which can track a range of data such from temperature to UV-level to the amount of total-volatile-organic-compounds present in the air.
https://learn.adafruit.com/adafruit-io-air-quality-monitor/overview
Adafruit Learning System
Adafruit IO Environmental Monitor for Feather or Raspberry Pi
Build an internet-enabled environmental monitor to see what's in the air you breathe using Arduino or CircuitPython
Forwarded from Data Science Boom
We’re training AI to keep an eye on government. Come join us.
http://bit.ly/2OceJ9Y
World Health Organisation: Global Suicide Trends & Analysis
http://bit.ly/2O9hlW2
TwoTone. A free web app to turn data into sound and music
http://bit.ly/2FiLxeg
ML for Everyone. In simple words. With real-world examples. Yes, again
http://bit.ly/2FiBLcb
A colorful π chart
http://bit.ly/2OdVYmA
http://bit.ly/2OceJ9Y
World Health Organisation: Global Suicide Trends & Analysis
http://bit.ly/2O9hlW2
TwoTone. A free web app to turn data into sound and music
http://bit.ly/2FiLxeg
ML for Everyone. In simple words. With real-world examples. Yes, again
http://bit.ly/2FiBLcb
A colorful π chart
http://bit.ly/2OdVYmA
Forwarded from Data Science Boom
China is about to overtake America in AI research
http://bit.ly/2OdWn8A
People think that data is in the cloud, but it’s not. It’s in the ocean.
https://nyti.ms/2OaOhgX
10 things R can do that might surprise you
http://bit.ly/2Oap7yR
Model Zoo. Discover open source deep learning code and pretrained models.
http://bit.ly/2ObZMo2
How People Meet Their Partners
http://bit.ly/2O7y2Rw
http://bit.ly/2OdWn8A
People think that data is in the cloud, but it’s not. It’s in the ocean.
https://nyti.ms/2OaOhgX
10 things R can do that might surprise you
http://bit.ly/2Oap7yR
Model Zoo. Discover open source deep learning code and pretrained models.
http://bit.ly/2ObZMo2
How People Meet Their Partners
http://bit.ly/2O7y2Rw
Forwarded from Data Science by ODS.ai 🦜
Another major release of #SpaCy
👽 ULMFit/BERT/ELMo-like language model pretraining
📐 Better matching & rule-based NER
🧮 Platform-independent matrix multiplication
🚀 2-3 times faster tokenization
⏳ Installation without local compilers
Link: https://explosion.ai/blog/spacy-v2-1
#NLP #python
👽 ULMFit/BERT/ELMo-like language model pretraining
📐 Better matching & rule-based NER
🧮 Platform-independent matrix multiplication
🚀 2-3 times faster tokenization
⏳ Installation without local compilers
Link: https://explosion.ai/blog/spacy-v2-1
#NLP #python
Explosion
Introducing spaCy v2.1 · Explosion
Version 2.1 of the spaCy Natural Language Processing library includes a huge number of features, improvements and bug fixes. In this post, we highlight some of the things we're especially pleased with, and explain some of the most challenging parts of preparing…
Forwarded from Data Science Boom
This resume does not exist
http://bit.ly/2O8cN2d
Here’s How We’ll Know an AI Is Conscious
http://bit.ly/2O9f2Cc
A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
http://bit.ly/2Ob9QO4
FastCharts to make charts fast
http://bit.ly/2Fk4mhn
When were CDs, cassettes, and other recording formats most profitable?
https://tabsoft.co/2O9x3QL
http://bit.ly/2O8cN2d
Here’s How We’ll Know an AI Is Conscious
http://bit.ly/2O9f2Cc
A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
http://bit.ly/2Ob9QO4
FastCharts to make charts fast
http://bit.ly/2Fk4mhn
When were CDs, cassettes, and other recording formats most profitable?
https://tabsoft.co/2O9x3QL
Forwarded from Data Science by ODS.ai 🦜
Neural network that turns sketches into realistic photo.
Paper is called «Semantic Image Synthesis with Spatially-Adaptive Normalization».
#CVPR19 oral paper on a new conditional normalization layer for semantic image synthesis #SPADE and its demo app #GauGAN
ArXiV: https://arxiv.org/abs/1903.07291
Website: https://nvlabs.github.io/SPADE/
#GAN #CV #DL
Paper is called «Semantic Image Synthesis with Spatially-Adaptive Normalization».
#CVPR19 oral paper on a new conditional normalization layer for semantic image synthesis #SPADE and its demo app #GauGAN
ArXiV: https://arxiv.org/abs/1903.07291
Website: https://nvlabs.github.io/SPADE/
#GAN #CV #DL
Forwarded from Computer Science and Programming
Discover open source Deep Learning code and pretrained models.
Deep learning researchers easily find pre-trained models for a variety of platforms and uses. Great resource
Deep learning researchers easily find pre-trained models for a variety of platforms and uses. Great resource
Forwarded from Computer Science and Programming
Forwarded from Data Science Boom
Facebook AI researchers create a text-based adventure to study how AI speak and act
http://bit.ly/2FiErXr
The B2B analytics playbook: Capturing unrealized potential in telcos
https://mck.co/2FiEMtb
The Promise of Hierarchical Reinforcement Learning
http://bit.ly/2O8do3X
Radical Change Is Coming To Data Science Jobs
http://bit.ly/2ObskOH
8 Books for Getting Started With Computer Vision
http://bit.ly/2O9O4KJ
http://bit.ly/2FiErXr
The B2B analytics playbook: Capturing unrealized potential in telcos
https://mck.co/2FiEMtb
The Promise of Hierarchical Reinforcement Learning
http://bit.ly/2O8do3X
Radical Change Is Coming To Data Science Jobs
http://bit.ly/2ObskOH
8 Books for Getting Started With Computer Vision
http://bit.ly/2O9O4KJ
Forwarded from Data Science by ODS.ai 🦜
Next-level learning approach: using MRI to peek into baby brains to improve CV
MRI Scanning 17 babies for 26 hours to see how face-recognizing brain regions mature. When just 4-6 months, babies prefer to look at faces & socially relevant things. This means face recognition is learned via evolution: data-hungry & sample-inefficient.
Link: https://www.nature.com/articles/ncomms13995
#nature
MRI Scanning 17 babies for 26 hours to see how face-recognizing brain regions mature. When just 4-6 months, babies prefer to look at faces & socially relevant things. This means face recognition is learned via evolution: data-hungry & sample-inefficient.
Link: https://www.nature.com/articles/ncomms13995
#nature
Nature
Organization of high-level visual cortex in human infants
Nature Communications - Adult visual cortex is organized into regions that respond to categories such as faces and scenes, but it is unclear if this depends on experience. Here, authors measured...
Forwarded from Data Science by ODS.ai 🦜
One-shot object detection
Long and complete post explaining how these one-shot detectors work and how they are trained and evaluated.
Link: https://machinethink.net/blog/object-detection/
#cv #dl #objectdetection
Long and complete post explaining how these one-shot detectors work and how they are trained and evaluated.
Link: https://machinethink.net/blog/object-detection/
#cv #dl #objectdetection
Forwarded from Data Science by ODS.ai 🦜
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
A deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200,000 exams (over 1,000,000 images). #nn achieves an #AUC of 0.895 in predicting whether there is a cancer in the breast, when tested on the screening population.
Link: https://arxiv.org/abs/1903.08297
#cv #dl #cancer #objectdetection
A deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200,000 exams (over 1,000,000 images). #nn achieves an #AUC of 0.895 in predicting whether there is a cancer in the breast, when tested on the screening population.
Link: https://arxiv.org/abs/1903.08297
#cv #dl #cancer #objectdetection
arXiv.org
Deep Neural Networks Improve Radiologists' Performance in...
We present a deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200,000 exams (over 1,000,000 images). Our network achieves an AUC of...
Forwarded from Daily Science to all
ScienceAlert - Latest
Russian Patent Shows Plans For What Looks Like a Flying Assault Rifle
➖ @sciencetoall ➖
Russian Patent Shows Plans For What Looks Like a Flying Assault Rifle
➖ @sciencetoall ➖
ScienceAlert
Russian Patent Shows Plans For What Looks Like a Flying Assault Rifle
Kalashnikov's AK-47 represents a timeless design and an instantly recognisable icon of warfare, but one thing it cannot do is fly.
Forwarded from Data Science by ODS.ai 🦜
Coconet: the ML model behind 20th of March Bach Doodle
Network trained to recreate Bach's music.
Link: https://magenta.tensorflow.org/coconet
#magenta #google #audiolearning
Network trained to recreate Bach's music.
Link: https://magenta.tensorflow.org/coconet
#magenta #google #audiolearning
Magenta
Coconet: the ML model behind today’s Bach Doodle
Have you seen today’s Doodle? Join us to celebrate J.S. Bach’s 334th birthday with the first AI-powered Google Doodle. You can create your own melody, an...
Forwarded from Data Science Boom
Boom! Weekly selection from DSB. Issue #46
The TOP 10 most popular links for the week
1. This resume does not exist
http://bit.ly/2O8cN2d
2. ML study path, focused on TensorFlow and Scikit-Learn
http://bit.ly/2FhWTPY
3. ML for Everyone. In simple words. With real-world examples. Yes, again
http://bit.ly/2FiBLcb
4. 10 things R can do that might surprise you
http://bit.ly/2Oap7yR
5. People think that data is in the cloud, but it’s not. It’s in the ocean.
https://nyti.ms/2OaOhgX
6. How People Meet Their Partners
http://bit.ly/2O7y2Rw
7. We’re training AI to keep an eye on government. Come join us.
http://bit.ly/2OceJ9Y
8. A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
http://bit.ly/2Ob9QO4
9. Here’s How We’ll Know an AI Is Conscious
http://bit.ly/2O9f2Cc
10. FastCharts to make charts fast
http://bit.ly/2Fk4mhn
The TOP 10 most popular links for the week
1. This resume does not exist
http://bit.ly/2O8cN2d
2. ML study path, focused on TensorFlow and Scikit-Learn
http://bit.ly/2FhWTPY
3. ML for Everyone. In simple words. With real-world examples. Yes, again
http://bit.ly/2FiBLcb
4. 10 things R can do that might surprise you
http://bit.ly/2Oap7yR
5. People think that data is in the cloud, but it’s not. It’s in the ocean.
https://nyti.ms/2OaOhgX
6. How People Meet Their Partners
http://bit.ly/2O7y2Rw
7. We’re training AI to keep an eye on government. Come join us.
http://bit.ly/2OceJ9Y
8. A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
http://bit.ly/2Ob9QO4
9. Here’s How We’ll Know an AI Is Conscious
http://bit.ly/2O9f2Cc
10. FastCharts to make charts fast
http://bit.ly/2Fk4mhn
Forwarded from Data Science by ODS.ai 🦜
A comprehensive beginner’s guide to create a Time Series Forecast (with Codes in Python)
A middle-level article on #TS forecasting in #Python.
Link: https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/
A middle-level article on #TS forecasting in #Python.
Link: https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/
Forwarded from Data Science by ODS.ai 🦜
An End-to-End Project on Time Series Analysis and Forecasting with Python
Today’s second article about #TS forecasting, to cover basics and provide knowledge about how to approach TS data mining.
Link: https://towardsdatascience.com/an-end-to-end-project-on-time-series-analysis-and-forecasting-with-python-4835e6bf050b
#Python
Today’s second article about #TS forecasting, to cover basics and provide knowledge about how to approach TS data mining.
Link: https://towardsdatascience.com/an-end-to-end-project-on-time-series-analysis-and-forecasting-with-python-4835e6bf050b
#Python
Forwarded from Data Science Boom
Corporates Going All in on Neural Machine Translation Research
http://bit.ly/2WmRWLl
How random can you be?
http://bit.ly/2WtyXyV
Remastering Star Trek: Deep Space Nine With Machine Learning
http://bit.ly/2WnamLQ
Machine Learning for Dummies An Amazing ML Guide
http://bit.ly/2Wl1aaR
Data Science Project - Analyzing Space Launches with Python.
http://bit.ly/2WpImaG
http://bit.ly/2WmRWLl
How random can you be?
http://bit.ly/2WtyXyV
Remastering Star Trek: Deep Space Nine With Machine Learning
http://bit.ly/2WnamLQ
Machine Learning for Dummies An Amazing ML Guide
http://bit.ly/2Wl1aaR
Data Science Project - Analyzing Space Launches with Python.
http://bit.ly/2WpImaG