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Deep Dives Daily Alerts Learning AIIn the News
Why Alibaba is betting big on AI chips and quantum computing
Meet the man behind Alibaba’s gamble on emerging tech.
The coming revolution In Software Development
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.
Dropbox: Using ML to index text from billions of images
Getting better at Machine Learning
Problem definition, feature engineering, model debugging, productionization, and dealing with feedback loops.
Review of the Neural History of NLP
2001 to 2018
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.
Software tools & code
Building a language translator from scratch with deep learning
Training Deep Learning models on-device
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.
Deepmind framework for AI safety
Specification, robustness, and assurance
AI Benchmark: test on 10,000+ phones for AI prowess
Some thoughts
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.
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.
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