AI/ML

Artificial Intelligence Weekly – Artificial Intelligence News #88 – Oct 12th 2018

In the News

Why Alibaba is betting big on AI chips and quantum computing

Meet the man behind Alibaba’s gamble on emerging tech.

technologyreview.com

The coming revolution In Software Development

forbes.com

Learning

Forecasting at Uber: An Introduction

How Uber leverages forecasting to build its products and services. In addition to standard statistical algorithms, Uber builds forecasting solutions using ML, Deep Learning and probabilistic programming.

uber.com

Dropbox: Using ML to index text from billions of images

dropbox.com

Getting better at Machine Learning

Problem definition, feature engineering, model debugging, productionization, and dealing with feedback loops.

medium.com

Review of the Neural History of NLP

2001 to 2018

aylien.com

How to deliver on Machine Learning projects

Here is the “ML Engineering Loop”, an interesting and iterative approach to help developing and improving ML models.

insightdatascience.com

Software tools & code

Building a language translator from scratch with deep learning

floydhub.com

Training Deep Learning models on-device

petewarden.com

The hacker's guide to uncertainty estimates

Quantifying uncertainty is key when exploring and using data. This post includes an interesting deep-dive into methods to estimate uncertainty.

erikbern.com

Deepmind framework for AI safety

Specification, robustness, and assurance

medium.com

AI Benchmark: test on 10,000+ phones for AI prowess

ai-benchmark.com

Some inspiration

Data mining reveals the hidden laws of evolution behind classical music

Musicologists are beginning to uncover statistical patterns that govern how trends in musical composition have spread.

technologyreview.com

Data Factories

In the wake of scandals and questions raised by data collection and privacy, here is an interesting post with some perspective on what Ben Thompson calls “data factories” and their impact on users, regulators, businesses and society.

stratechery.com

About

This newsletter is a collection of AI news and resources curated by @dlissmyr. If you find it worthwhile, please forward to your friends and colleagues, or share on your favorite network!

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