machine learning – Page 53 – Andrew Fairless, Ph.D.

What I Read: Data Scientists Should Be More End-to-End

By Andrew Fairless on January 17, 2021December 26, 2020

https://eugeneyan.com/writing/end-to-end-data-science/ Unpopular Opinion – Data Scientists Should Be More End-to-End “Eric Colson of Stitch Fix was initially “lured to a function-based division of labour by the attraction of process efficiencies”…Continue readingWhat I Read: Data Scientists Should Be More End-to-End

What I Read: Open-source bionic leg

By Andrew Fairless on January 16, 2021December 24, 2020

https://news.umich.edu/open-source-bionic-leg-first-of-its-kind-platform-aims-to-rapidly-advance-prosthetics/ Open-source bionic leg: First-of-its-kind platform aims to rapidly advance prosthetics “A new open-source, artificially intelligent prosthetic leg… is now available to the scientific community. The leg’s free-to-copy design andContinue readingWhat I Read: Open-source bionic leg

What I Read: End-to-End Machine Learning Platforms

By Andrew Fairless on January 15, 2021December 24, 2020

https://databaseline.tech/a-tour-of-end-to-end-ml-platforms/ A Tour of End-to-End Machine Learning PlatformsIan Hellström21 February 2020 “What turns a collection of machine learning solutions into an end-to-end machine learning platform is an architecture that embracesContinue readingWhat I Read: End-to-End Machine Learning Platforms

What I Read: ScaNN, Efficient Vector Similarity Search

By Andrew Fairless on January 14, 2021December 23, 2020

https://www.googblogs.com/announcing-scann-efficient-vector-similarity-search/ Announcing ScaNN: Efficient Vector Similarity SearchPosted by Philip Sun, Software Engineer, Google Research “Based on this intuition, we more heavily penalize quantization error that is parallel to the originalContinue readingWhat I Read: ScaNN, Efficient Vector Similarity Search

What I Read: Snorkel Tutorial to Predict Multiple Sclerosis

By Andrew Fairless on January 13, 2021December 23, 2020

https://medium.com/swlh/a-snorkel-tutorial-using-clinical-notes-to-predict-multiple-sclerosis-severity-scores-e3863801630f A Snorkel Tutorial Using Clinical Notes to Predict Multiple Sclerosis Severity ScoresNLP4HJul 13 “In this tutorial, we will walk through the process of using Snorkel to generate labels forContinue readingWhat I Read: Snorkel Tutorial to Predict Multiple Sclerosis

What I Read: Patients aren’t being told about AI systems

By Andrew Fairless on January 11, 2021December 23, 2020

https://www.statnews.com/2020/07/15/artificial-intelligence-patient-consent-hospitals/ An invisible hand: Patients aren’t being told about the AI systems advising their careBy Rebecca Robbins @rebeccadrobbins and Erin Brodwin @erbrodJuly 15, 2020 “An AI system’s recommendation, after all,Continue readingWhat I Read: Patients aren’t being told about AI systems

What I Read: This Algorithm Doesn’t Replace Doctors

By Andrew Fairless on January 10, 2021December 23, 2020

https://www.wired.com/story/algorithm-doesnt-replace-doctors-makes-them-better/ Tom SimoniteBusiness07.17.2020 07:00 AMThis Algorithm Doesn’t Replace Doctors—It Makes Them BetterAn artificial intelligence system has outperformed physicians when detecting skin lesions. The results are changing how one school trainsContinue readingWhat I Read: This Algorithm Doesn’t Replace Doctors

What I Read: The Cost of AI Training is Improving

By Andrew Fairless on January 9, 2021December 23, 2020

https://ark-invest.com/analyst-research/ai-training/ The Cost of AI Training is Improving at 50x the Speed of Moore’s Law: Why It’s Still Early Days for AIJames Wang-Work-Remote-Headshotby James Wang, Analyst May 06, 2020 “InContinue readingWhat I Read: The Cost of AI Training is Improving

What I Read: ML For Python Developers

By Andrew Fairless on January 8, 2021December 23, 2020

https://medium.com/modern-nlp/10-great-ml-practices-for-python-developers-b089eefc18fc 10 Useful ML Practices For Python DevelopersFast bug-free codingPratik BhavsarFeb 26 “Since my start, I have made tremendous mistakes and thought of sharing what I see to be theContinue readingWhat I Read: ML For Python Developers

What I Read: Running Machine Learning at Scale

By Andrew Fairless on January 7, 2021December 23, 2020

https://medium.com/@jrodthoughts/some-things-uber-learned-from-running-machine-learning-at-scale-70dccdfb944d Some Things Uber Learned from Running Machine Learning at ScaleUber machine learning runtime Michelangelo has been in operation for a few years. What has the Uber team learned?Jesus RodriguezJulContinue readingWhat I Read: Running Machine Learning at Scale

Tag: machine learning