Tackling climate change with machine learning [part 6] – Datasets & further resources 09/27/19 by Paul Strobel This blog post series provides a summary of a paper which discusses machine learning solutions for climate change. Read more Leave your thoughts
Tackling climate change with machine learning [part 2] – Transportation 09/23/19 by Paul Strobel On 10th of June, 2019, twenty-two AI researchers, including Andrew Ng and Yoshua Bengio, published a paper on how... Read more Leave your thoughts
Tackling climate change with machine learning [part 1] – Electricity systems 09/20/19 by Paul Strobel This blog post series provides a summary of a paper which discusses machine learning solutions to tackle climate change. Read more Leave your thoughts
DVC dependency management – a guide 08/27/19 by Bert Besser and Veronika Schwan This post is a follow-up to 'A walkthrough of DVC' that deals with managing dependencies between Machine Learning pipelines. Read more Leave your thoughts
Hands-on Spark intro: Cross Join customers and products with business logic 08/06/19 by Niklas Haas In this blog post, I want to share my aha moments with you I had during the development of my... Read more Leave your thoughts
Move n-gram extraction into your Keras model! 07/19/19 by Thomas Timmermann N-gram extraction can boost the performance of your text processing model. Add it as a frozen layer and leave everything else untouched! Read more Leave your thoughts
Deploying a recommender system for the movie-lens dataset – Part 1 07/16/19 by Sherri Hadian In this post I will discuss building a simple recommender system for a movie database which will suggest top movies and predict user votes. Read more Leave your thoughts
Assessing bias in search results 05/07/19 by Myriam Traub In this article, I describe the idea behind the retrievability metric which can be used to measure bias in search results. Read more Leave your thoughts
A walkthrough of DVC 03/13/19 by Bert Besser How to systematially organize Machine Learning model development? Meet DVC (data version control), which supports you with this task. Read more Leave your thoughts
