It’s better to be late, than to miss amazing opportunite to take part in not-official, but supervised online course of Deep Learning by CMU.

Course has already started, but you still can hop on the departing train to learn (or review) deep learning foundations and have some practice.

Content, quizes, practice exercises are in English.

This initiative was brought by editor of russian-speaking @powerofdata channel.

Link: https://dlcourse.ru
Original course page (with mention of aforementioned initiative): http://deeplearning.cs.cmu.edu

​​#neutonets_hitecher

🖌 A robot artist has been created in the UK.

The world's first robot artist, named Ai-Da in honour of the world's first female programmer Ada Lovelace, is able to do pencil drawings. Ai-Da has a freely-moving bionic arm, silicone skin and cameras integrated into each of its eye sockets.

🏞 It takes about 45 minutes to paint a picture. Ai-Da is able to depict people and animals from photographs and draw still-life paintings.

The Data Scientist Profile In 2019 — Skills, Work Experience, And Education Of 1,001 Data Scientists
http://bit.ly/data-scientist-profile-2019

Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
http://bit.ly/stanfordnlp-nlp-library-python

MyStory: How I Successfully Switched from Application Development to Data Science
http://bit.ly/mystory-how-learned-data-science-successfully-switched-careers

Based on a True True Story? Sence-by-scene Breakdown of Hollywood Films
http://bit.ly/based-on-a-true-true-story

An Interactive Tutorial on Numerical Optimization
http://bit.ly/numerical-optimization

AI 100: The Artificial Intelligence Startups Redefining Industries
http://bit.ly/2WTALCd

Mining of Massive Datasets, Stanford University
http://bit.ly/2IdkcxY

Wake word — an algorithmic nightmare. Text game by Verge
http://bit.ly/2E28u54

Data Structure Visualizations
http://bit.ly/2GvmLZH

Condensing Steam: distilling the diversity of gamer behaviour. Steam dataset with 1.1 milling years of playtime
http://bit.ly/2tj9oDP

WIPO Technology Trends 2019: Artificial Intelligence
http://bit.ly/2SyyOvN

EE-559 — Deep Learning course at École Polytechnique Fédérale de Lausanne (Switzerland)
http://bit.ly/2GkoLEP

Tackling Europe’s gap in digital and AI
https://mck.co/2GAYH7O

On time every time. The visualization shows the train schedule in The Netherlands for 1 of the busiest days
http://bit.ly/2GjTVw8

The Analytics Engineer
http://bit.ly/2E11QMb

A Lyapunov-based Approach to Safe Reinforcement Learning

Research that develops RL algorithms based on the concept of Lyapunov functions. This work represents a step toward applying RL to real-world problems.

ArXiV: https://arxiv.org/abs/1805.07708

#RL #Lyapunov #facebook

Innovative AI Breath Analyzer Diagnoses Diseases by “Smell”
http://bit.ly/2ROBaSy

AI apparel eye. Deep learning based approach to recognize attributes of apparel.
http://bit.ly/2RNDkll

A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
http://bit.ly/2WMfOZL

Recipes for Popular Cocktails
https://tabsoft.co/2ROBdhc

AI is a Big Fat Lie
http://bit.ly/2RNf2rE

Text-based game to feel yourself in not so distant future where real AI exists.

We all now, how DS and #AI products affect our life and how they actually influence our lifestyle. But in the future our relationship will become more tense. It is rather nice experience to play this game, not only because it reminds of old-school games, but also because it looks shookingly possible.

Link: https://www.theverge.com/2019/1/31/18140796/wake-word-algorithm-text-game-ai-artificial-intelligence

#interactive #Meta

#medicine_hitecher

The CRISPR/Cas system is based on the bacterial immune system that protects bacteria from viruses. Scientists have managed to improve and supplement the natural defense mechanism with a toolkit that provides them with a quick and inexpensive way of correcting DNA in plants, animals and humans. These changes occur only in specific parts of the genome without affecting other areas.

Read on Hitecher:

▫️ CRISPR development history
▫️ How CRISPR can be applied in agriculture
▫️ How human DNA works

Boom! What to read on the weekend, Issue #49

Mayo Clinic research uses artificial intelligence to develop inexpensive, widely available early detector of silent heart disease
https://mayocl.in/2tdQO0b

How one brewery tapped into big data to improve its ale
http://bit.ly/2tdqzXu

Jupyter Notebook: An Introduction
http://bit.ly/2teDecH

How Many Kids We Have and When We Have Them
http://bit.ly/2UPLyvc

Data Science and the Art of Persuasion
http://bit.ly/2UPLBHo

Virtual creators aren’t AI — but AI is coming for them
http://bit.ly/2tdqB1y

History of the Periodic Table
https://tabsoft.co/2UPLBqS

Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists
http://bit.ly/2UPqDZk

Your AI skills are worth less than you think
http://bit.ly/2thE0FL

Making face recognition less biased doesn’t make it less scary
http://bit.ly/2tbzyIV

Boom! Weekly selection from DSB. Issue #40
The TOP 10 most popular links for the week

1. Monetizing the Math — are you ready?
http://bit.ly/2G9HNxB

2. Papers with code: Browse state-of-the-art
http://bit.ly/2DbD4aS

3. AI is a Big Fat Lie
http://bit.ly/2RNf2rE

4. A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb

5. The state of the octoverse: machine learning
http://bit.ly/2DbD0Ia

6. Busted! 11 Myths Data Science Transitioners Need to Avoid
http://bit.ly/2RMskVw

7. Data Portals. A Comprehensive List of Open Data Portals from Around the World
http://bit.ly/2G9HQth

8. Elements of Artificial Intelligence free online course
http://bit.ly/2t5FNha

9. A Must-Read NLP Tutorial on Neural Machine Translation — The Technique Powering Google Translate
http://bit.ly/2WMfOZL

10. Your AI skills are worth less than you think
http://bit.ly/2thE0FL

Busted! 11 Myths Data Science Transitioners Need to Avoid
http://bit.ly/2RMskVw

Common license types for datasets
http://bit.ly/2WORh6D

A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb

Which European cities have gotten warmer? (Spoiler: All of them.)
http://bit.ly/2WMkPBF

Foundations Built for a General Theory of Neural Networks
http://bit.ly/2RKxdhE

Boom! Weekly selection from DSB. Issue #39
The TOP 10 most popular links for the week

1. Top 15 Best Machine Learning Courses for Free in 2019
http://bit.ly/2SjA2Lj

2. How to solve 90% of NLP problems: a step-by-step guide
http://bit.ly/2Rs8COw

3. Practical Deep Learning for Coders 2019
http://bit.ly/2Rq2lD7

4. English soccer team hires predictive AI to coach a game. Yes, really.
http://bit.ly/2SgsmJI

5. Snapshot: data scientist salaries and jobs in Europe
http://bit.ly/2Rw0wEQ

6. Film genre popularity 1910-2018, vizualization by tableau
https://tabsoft.co/2HAPvSI

7. End To End Guide For Machine Learning Projects
http://bit.ly/2ScqBwN

8. Year in Review by The World Bank: 2018 in 14 Charts
http://bit.ly/2WnWMc8

9. Deep learning for NLP Crash Course
http://bit.ly/2WgPfvw

10. We summarized 14 NLP research breakthroughs you can apply to your business
http://bit.ly/2SbmS2

The state of the octoverse: machine learning
http://bit.ly/2DbD0Ia

Data Portals. A Comprehensive List of Open Data Portals from Around the World
http://bit.ly/2G9HQth

Papers with code: Browse state-of-the-art
http://bit.ly/2DbD4aS

Oscar Watch 2019
https://tabsoft.co/2G9HPFJ

Monetizing the Math - are you ready?
http://bit.ly/2G9HNxB

State-of-the-art (SOTA) collection of Paperswithcode

A great site, worth spreading word about: Papers With Code now includes 950+ ML tasks, 500+ evaluation tables (including SOTA results) and 8500+ papers with code. Probably the largest collection of NLP tasks, including 140+ tasks and 100 datasets.

Link: https://paperswithcode.com
Sota link: https://paperswithcode.com/sota

#Meta #collection #sota #useful

U.S., China take the lead in race for artificial intelligence
https://reut.rs/2HUrRAV

Data For Everyone. Here are some of our favorite open datasets created on the Figure Eight platform.
http://bit.ly/2t56eDH

Elements of Artificial Intelligence free online course
http://bit.ly/2t5FNha

The Lifespan of News Stories. How the news enters (and exits) the public consciousness
http://bit.ly/2HTdmNQ

A step closer to self-aware machines—engineers create a robot that can imagine itself
http://bit.ly/2HQJscQ

EE-559 – DEEP LEARNING (SPRING 2019)

Deep learning course covering the main deep learning tools and theoretical results, with examples in the #PyTorch framework.

Taught by François Fleuret from École Polytechnique Fédérale de Lausanne, Switzerland.

Link: https://fleuret.org/ee559/

#DL #course #learnhardgopro

New study pinpoints the "neurons” in machine learning systems that capture specific features in language-translation tasks: https://t.co/wq30WGQzex

Towards reconstructing intelligible speech from the human auditory cortex



Columbia neuroengineers have created a system that translates thought into intelligible, recognizable speech. By monitoring someone's brain activity, the technology can reconstruct the words a person hears with unprecedented clarity.

Link: https://www.nature.com/articles/s41598-018-37359-z

#BCI #thought2text

Boom! What to read on the weekend, Issue #48

Snapshot: data scientist salaries and jobs in Europe
http://bit.ly/2Rw0wEQ

Artificial Intelligence for Investment Research and Trading Insight
http://bit.ly/2WDT4uO

Goodbye, Mid-Range Shot
http://bit.ly/2WBPeCE

Introduction to Monte Carlo Tree Search: The Game-Changing Algorithm behind DeepMind AlphaGo
http://bit.ly/2WJsfWq

Why chatbots haven’t (yet) lived up to their hype
http://bit.ly/2WAcAIG

Enterprise adoption of AI has grown 270 percent over the past four years
https://zd.net/2Rw0VHm

Diamond Pro’s AI spots imperfection in gems
http://bit.ly/2WB6mZi

A new predictive model for more accurate electrical grid mapping
http://bit.ly/2WDwzXg

What the US-China tech and AI arms race means for the world
http://bit.ly/2WBmKsD

streenart-notstreatart: Train ResNet based model to detect if images is street art or not
http://bit.ly/2RymEhB