Machine Learning: where to start from
The particular application of Machine Learning to business is becoming more and more popular. I guess what really convinced me to spend time on Machine Learning is exactly this fascinating intersection between technology, algorithms, statistics, and business: very rarely, an innovation has found ground in business as quickly as ML.
This article is meant to be a one stop for beginners in the field: instead of reinventing the wheel, I tried to collect resources I found useful on my path so far.
Some preliminary readings:
12 sectors where automation will take over in the short term.medium.com
A new guide from Dataiku covers machine learning basics. According to Google Trends, interest in the term machine…insidebigdata.com
There’s a significant level of hype around machine learning – generated by tech vendors, the media, and even CIOs…www.cio.com.au
Years ago I had coffee with a friend who ran a startup. He had just turned 40. His father was ill, his back was sore…www.technologyreview.com
Machine Learning (ML) is coming into its own, with a growing recognition that ML can play a key role in a wide range of…www.toptal.com
Implementing a machine learning algorithm in code can teach you a lot about the algorithm and how it works. In this…machinelearningmastery.com
How to get started
About this course: Machine learning is the science of getting computers to act without being explicitly programmed. In…www.coursera.org
This 3-hour course offers developers a quick introduction to deep-learning fundamentalscloud.google.com
Convolutional neural networks. Sounds like a weird combination of biology and math with a little CS sprinkled in, but…adeshpande3.github.io
Top ML Algorithms — must know
The study of ML algorithms has gained immense traction post the Harvard Business Review article terming a ‘Data…www.kdnuggets.com
The answer to the question “What machine learning algorithm should I use?” is always “It depends.” It depends on the…docs.microsoft.com
Stay informed: website and newsletters
Machine Learning Weekly is a newsletter with over 8,000 subscribers about machine learning and deep learning, curated…mlweekly.com
Subscribe to a weekly collection of the best news and resources on Artificial Intelligence and Machine Learning. For…aiweekly.co
Welcome to Import AI, a newsletter about artificial intelligence. Subscribe here. Adversarial training / generative…jack-clark.net
Wanna start something yourself?
In this guide, we’ll be walking through 8 fun machine learning projects for beginners. Projects are some of the best…elitedatascience.com
There are many paths into the field of machine learning and most start with theory. If you are a programmer then you…machinelearningmastery.com
Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will…machinelearningmastery.com
There is no doubt that ML is the present and the future of many industries. In the next months, I will be analyzing the impact that ML can have on traditional businesses: specifically, I’d like to investigate how traditional companies can compete with more modern entities that are born leveraging ML and data from day 0 (ie, Amazon vs traditional retailers). If you’d be interested in participating/supporting, please do not hesitate to get in touch!