Building Blocks of Every Machine Learning Solutions
An overview of the 8 components of any machine learning solution. Orchestration, feature engineering, training, prediction …
Read more »Machine Learning for Managers – What You Need to Know
Are you managing a tech team as a product/project manager? Here is what you need to know about machine learning.
Read more »Developers, Choose Wisely: A Guide for Responsible Use of Machine Learning APIs
Disclaimer: I am an independent researcher @Taraaz with no affiliation with any of the companies mentioned below. Last month, my friend posted a story on Instagram. It was about boycotting a…
Read more »Amazon’s Machine Learning University is making its courses available to public
Classes previously only available to Amazon employees will now be available to the community.
Read more »Surprisingly Recent Galaxy Discovered Using Machine Learning
Breaking the lowest oxygen abundance record. New results achieved by combining big data captured by the Subaru Telescope and the power of machine learning have discovered a galaxy with an extremely low oxygen abundance of 1.6% solar abundance, breaking th…
Read more »Machine Learning Leaks and Where to Find Them
Machine learning systems are now ubiquitous and work well in several applications, but it is still relatively unexplored how much information they can leak. This blog post explores the most recent techniques that cause ML models to leak private data, an o…
Read more »How to Find an Interesting Idea for Your Next Machine Learning Project
Three-step process to drastically increase the amount and quality of ideas for your next side project…
Read more »A Framework for Understanding Unintended Consequences of Machine Learning
As machine learning increasingly affects people and society, it is important that we strive for a comprehensive and unified understanding of potential sources of unwanted consequences. For instance, downstream harms to particular groups are often blamed o…
Read more »Machine Learning Ubiquity and Our Surprisingly Modelable Universe
Mike Procopio, Senior Staff Software Engineer, Google…
Read more »Universal Differential Equations for Scientific Machine Learning
In the context of science, the well-known adage “a picture is worth a thousand words” might well be “a model is worth a thousand datasets.” Scientific models, such as Newtonian physics or biological gene regulatory networks, are human-driven simplificatio…
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