​​Autodesk claims to use GANs to design a chair.

First-of-its-kind chair from Philippe Starck and Kartell. Imagined by a human and cocreated with intelligent generative design

Link: https://adsknews.autodesk.com/news/starck-intelligent-generative-design
Generative design explanation link: https://www.autodesk.com/solutions/generative-design

#Autodesk #generativedesign

What does the future data scientist look like?
http://bit.ly/2IgHW3g

Explaining Random Forest (with Python Implementation)
http://bit.ly/2X2F6SI

The Growing Trend of Data Science in Japan
http://bit.ly/2WWRIee

Let's get LEGO'd! (in R)
http://bit.ly/2IdGaQw

Neural Machine Translation With Attention Mechanism
http://bit.ly/2IcvjpN

The first AI-generated textbook shows what robot writers are actually good at
http://bit.ly/2X8zp5O

Aroma: Using machine learning for code recommendation
http://bit.ly/2IkRzy1

doccano - open source text annotation tool for ML practitioner
http://bit.ly/2XdJFtp

Introducing d3-regression
http://bit.ly/2IihiqH

7 Qualities Your Big Data Visualization Tools Absolutely Must Have and 10 Tools That Have Them
http://bit.ly/2IlIEfv

The insideBIGDATA IMPACT 50 List for Q2 2019
http://bit.ly/2XdjRO2

Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM

dabl, the Data Analysis Baseline Library
http://bit.ly/2IkKvBs

Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast!
http://bit.ly/2XhEY25

A too complicated map
http://bit.ly/2Ikm9rt

The EU commission introduces guidelines for achieving a ‘Trustworthy AI’
http://bit.ly/2IhXILj

Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe

Another all cheat-sheets in one place
http://bit.ly/2Il6eZO

Starting Your Career in Data Science: What Are Your Options?
http://bit.ly/2Ikrjn8

Fusing data and design to supercharge innovation—in products and processes
https://mck.co/2X58uI2

🔥Singing voice conversion system developed at FAIR-Tel Aviv.

This can transform someone's singing voice into someone else's voice.

YouTube: https://www.youtube.com/watch?v=IEpkGenLnjw
Link: https://venturebeat.com/2019/04/16/facebooks-ai-can-convert-one-singers-voice-into-another/
ArXiV: https://arxiv.org/abs/1904.06590

#voiceconversion #audiolearning #DL #Facebook

Boom! Weekly selection from DSB. Issue #50
The TOP 10 most popular links for the week

1. Here's who will die on 'Game of Thrones' according to AI
http://bit.ly/2IjaKIm

2. Another 10 Free Must-See Courses for Machine Learning and Data Science
http://bit.ly/2X5kTfc

3. The first AI-generated textbook shows what robot writers are actually good at
http://bit.ly/2X8zp5O

4. Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM

5. Google launches an end-to-end AI platform
https://tcrn.ch/2XeJnCR

6. Another all cheat-sheets in one place
http://bit.ly/2Il6eZO

7. Serverless for data scientists
http://bit.ly/2Ijg12B

8. A too complicated map
http://bit.ly/2Ikm9rt

9. How to Version Control Jupyter Notebooks
http://bit.ly/2XdWUL0

10. Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe

Google’s Best AI Just Flunked a High School Math Test
http://bit.ly/2XyqGdg

How and Where to Find Great Data Science Jobs
http://bit.ly/2IxDOfx

A Hands-On Introduction to Deep Q-Learning using OpenAI Gym in Python
http://bit.ly/2XwQp60

Forecasting: Principles and Practice
http://bit.ly/2IxTIGv

Timeline of Mathematics
http://bit.ly/2IEmDsP

WIPO Launches AI-Based Image Search Tool for Brands
http://bit.ly/2IzYTWo

Debunking 10 Misconceptions About AI
http://bit.ly/2IA0lbk

Actively curated list of awesome BI tools.
http://bit.ly/2XBbaxr

Advanced NLP with spaCy
http://bit.ly/2IAqS8K

Traffic simulation
http://bit.ly/2XwWgbu

A Recipe for Training Neural Networks by Andrej Karpathy

New article written by Andrej Karpathy distilling a bunch of useful heuristics for training neural nets. The post is full of real-world knowledge and how-to details that are not taught in books and often take endless hours to learn the hard way.

Link: https://karpathy.github.io/2019/04/25/recipe/

#tipsandtricks #karpathy #tutorial #nn #ml #dl

OpenAI’s MuseNet architecture to generate music.

#MuseNet — neural network which discovered how to generate music from first 5 or so notes, using many different instruments and styles.

Post: https://openai.com/blog/musenet/

MuseNet will play an experimental concert today from 12–3pm PT on livestream: http://twitch.tv/openai

#audiolearning #musicgeneration #OpenAI #soundgeneration

Deep Learning lecture
The full deck of (600+) slides, by Professor Gilles Louppe. PDF file available here:

Deep Learning lecture

Boom! What to read on the weekend, Issue #60

Exploring data to form better questions
http://bit.ly/2XBdTXH

AI is helping old video games look like new
http://bit.ly/2IClMsq

How to Train Your OpenAI Five
http://bit.ly/2XBdW5P

What Machine Learning needs from Hardware
http://bit.ly/2IAupnw

Why a data scientist is not a data engineer
https://oreil.ly/2IvjhrK

The Coming AI Autumn
http://bit.ly/2XAekBl

Artificial Intelligence for Pharmaceutical Research and Development
http://bit.ly/2IyM7rl

How to create your own R package with RStudio
http://bit.ly/2IyMuSL

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
http://bit.ly/2XyOiyE

Training Deep Convolutional GANs to generate Anime Characters
http://bit.ly/2Iy5Pn6

Nitro PDF Pro v12.12.1.522 32bit 64bit
Activated.

Everything you need for PDF documents. Create, convert, edit, combine, protect, sign, share, OCR and more.

Boom! Weekly selection from DSB. Issue #51
The TOP 10 most popular links for the week

1. 10 free Data Science books you must read
http://bit.ly/2XxpgQm

2. Curated list of Python resources for data science.
http://bit.ly/2IxFXI7

3. How Algorithms Know What You’ll Type Next
http://bit.ly/2IxVRlx

4. 8 Useful R Packages for Data Science You Aren’t Using (But Should!)
http://bit.ly/2Ix6VPV

5. Google’s Best AI Just Flunked a High School Math Test
http://bit.ly/2XyqGdg

6. AI developed a whole new sport
https://engt.co/2XC46AJ

7. Forecasting: Principles and Practice
http://bit.ly/2IxTIGv

8. A simple introduction to the basics of data science
http://bit.ly/2ICj3PI

9. One Model to Rule Them All
http://bit.ly/2IEr5Yz

10. Timeline of Mathematics
http://bit.ly/2IEmDsP

Machine Learning Workflows

Pretty articel about how machine learning / AI works in the organization.

Link: https://skymind.ai/wiki/machine-learning-workflow

#management #production #workflow

How your data scientists become bottlenecked
http://bit.ly/2XVLD2e

MuseNet
http://bit.ly/2GSNJu3

AI Dungeon - AI generated text adventure that uses deep learning
http://bit.ly/2XVJMtY

I found two identical packs of Skittles, among 468 packs with a total of 27,740 Skittles
http://bit.ly/2GVLvKx

A Recipe for Training Neural Networks
http://bit.ly/2XTkahx

AI won’t destroy us, it’ll make us smarter
http://bit.ly/2GRuHE6

Notes on AI Bias
http://bit.ly/2GSh080

Spring 2019 Full Stack Deep Learning Bootcamp
http://bit.ly/2GShmvm

Predicting Movie Genres using NLP
http://bit.ly/2GSijnq

R Graphics Cookbook, 2nd edition
http://bit.ly/2GShY48

Boom! Monthly selection from DSB. Issue #12
The TOP 10 most popular links for the month (April 2019)

1. Top 10 Coding Mistakes Made by Data Scientists
http://bit.ly/2WWLc77

2. How to Learn Data Science for Free
http://bit.ly/2IdtNTB

3. 10 free Data Science books you must read
http://bit.ly/2XxpgQm

4. The Data Science Career Guide
http://bit.ly/2I5ew8d

5. Here's who will die on 'Game of Thrones' according to AI
http://bit.ly/2IjaKIm

6. AI disaster won’t look like the Terminator. It’ll be creepier.
http://bit.ly/2WNjR7c

7. Top 15 Data Science Podcasts Worth Listening To
http://bit.ly/2I19tFU

8. Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM

9. Another 10 Free Must-See Courses for Machine Learning and Data Science
http://bit.ly/2X5kTfc

10. Another all cheat-sheets in one place
http://bit.ly/2Il6eZO