Machine Learning

Discover the best articles, videos, and resources on machine learning theory and applications from around the web. Case studies, best practices, innovations. Follow along on Refind to get the most relevant new links picked for you.
9 Best Articles in 2021
machinelearnings.co
The Non-Technical Guide to Machine Learning & Artificial Intelligencemachinelearnings.co
20+ min read · From 2017 · Machine learning and artificial intelligence (ML and AI) have seized Tech mindshare in a way few topics have in recent memory.
machine learning
artificial intelligence
guide
r2d3.us
A visual introduction to machine learningr2d3.us
5 min read · From 2015 · What is machine learning? See how it works with our animated data visualization.
machine learning
artificial intelligence
data visualization
The Guardian
A robot wrote this entire article. Are you scared yet, human?The Guardian
5 min read · 2020-09-08 · We asked GPT-3, OpenAI’s powerful new language generator, to write an essay for us from scratch. The assignment? To convince us robots come in peace
artificial intelligence
language
machine learning
The New York Times
The Great A.I. AwakeningThe New York Times
From 2016 ·  Writing for The New York Times Magazine, Gideon Lewis-Kraus’s article breaks down a complex, multilayered story of artificial intelligence into an absorbing, detailed read. The story of Google Translate involves many prestigious players, who all worked together to create an impressively improved translation tool in far less time than originally expected. This is a tale of the meeting of many minds to create a single truly powerful artificial one that will have future uses beyond translating from one language to another. 
artificial intelligence
google
translations
freeCodeCamp.org
Want to know how Deep Learning works? Here’s a quick guide for everyone.freeCodeCamp.org
6 min read · From 2017 · Artificial Intelligence (AI) and Machine Learning (ML) are some of the hottest topics right now.
artificial intelligence
machine learning
deep learning
HackerNoon
Spotify’s Discover Weekly: How machine learning finds your new musicHackerNoon
9 min read · From 2017 · The science behind personalized music recommendations
spotify
machine learning
recommender
MIT Sloan School of Management
Machine learning, explainedMIT Sloan School of Management
~12 min read · Apr 21st · Machine learning is a powerful form of artificial intelligence that is affecting every industry. Here’s what you need to know about its potential and limitations and how it’s being used.
machine learning
data visualization
tecnologia
Most highlighted
With the growing ubiquity of machine learning, everyone in business is likely to encounter it and will need some working knowledge about this field.
Machine learning is a subfield of artificial intelligence that gives computers the ability to learn without explicitly being programmed.
Supervised machine learning models are trained with labeled data sets, which allow the models to learn and grow more accurate over time.
a16z
A16Z AI Playbooka16z
1 min read · From 2017 · Artificial Intelligence (AI) is a set of computer science techniques that, as Stanford professor Andrew Ng is fond of saying, gives your software super powers. Building on our Primer on Artificial…
artificial intelligence
a16z
playbook
lobe.ai
Lobe | Deep Learning Made Simplelobe.ai
2 min read · From 2018 · An easy-to-use visual tool that lets you build, train, and ship custom deep learning models without writing code.
deep learning
machine learning
artificial intelligence
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Quanta Magazine
A New Link to an Old Model Could Crack the Mystery of Deep LearningQuanta Magazine
~11 min read · Oct 11th · To help them explain the shocking success of deep neural networks, researchers are turning to older but better-understood models of machine learning.
machine learning
artificial intelligence
data science
Most highlighted
A neural network is a little bit like a Rube Goldberg machine. You don’t know which part of it is really important.
analyticsindiamag.com
An Illustrated Guide to Dynamic Neural Networks for Beginnersanalyticsindiamag.com
9 min read · Oct 10th · dynamic neural networks are the models which are made with their adapting nature, by adding more decision algorithms on deep neural network
programming
machine learning
neural networks
visual-design.net
A Practical Guide to Linear Regressionvisual-design.net
~15 min read · Sep 18th · From EDA to Feature Engineering to Model Evaluation
machine learning
CIO.com
12 IT skills paying the highest premiums todayCIO.com
7 min read · Sep 24th · From risk analytics to deep learning, these 12 IT skills are earning the highest pay premiums in 2021, according to data from Foote Partners.
machine learning
McKinsey & Company
Operationalizing machine learning in processesMcKinsey & Company
Sep 29th · Machine learning shows tremendous potential for increasing process efficiency. But generating real, lasting value requires more than just the best algorithms.
machine learning
Google AI
Toward Fast and Accurate Neural Networks for Image RecognitionGoogle AI
5 min read · Sep 16th · Posted by Mingxing Tan and Zihang Dai, Research Scientists, Google Research As neural network models and training data size grow, trainin...
machine learning
bbntimes.com
Is Machine Learning Overhyped?bbntimes.com
3 min read · Oct 1st · Machine learning is currently overhyped, but in the long term it will deliver dramatic improvements in our jobs, lives and societies.
machine learning
Most highlighted
Machine learning is an important component of the growing field of data science. Through the use of statistical methods, algorithms are trained to make classifications or predictions, uncovering key insights within data mining projects. These insights subsequently drive decision making within applications and businesses, ideally impacting key growth metrics
What are some popular applications of machine learning in daily life?
Machine learning is everywhere in our daily life activities from spam filters, personalized ads, smart replies and fraud prevention. 
Massachusetts Institute of Technology (MIT)
These neural networks know what they’re doingMassachusetts Institute of Technology (MIT)
3 min read · Oct 14th · MIT researchers have demonstrated that a special class of deep learning neural networks is able to learn the true cause-and-effect structure of a navigation task during training.
machine learning
Machine Learning

9 Best Articles in 2021

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