Evaluating machine learning models: How to tackle metrics
09/06/19
Once a model has been trained, it can be evaluated in different ways and with more or less complex and meaningful procedures and machine learning metrics. Read more
16 Search Results for Data Science
Hands-on Spark intro: Cross Join customers and products with business logic
08/06/19
In this blog post, I want to share my aha moments with you I had during the development of my... Read more
Deploying a recommender system for the movie-lens dataset – Part 1
07/16/19
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
Assessing bias in search results
05/07/19
In this article, I describe the idea behind the retrievability metric which can be used to measure bias in search results. Read more
Can you win the stacking challenge? An example of heuristic optimization
03/27/19
How to use heuristic algorithms to solve complicated optimization problems: Can you win the stacking challenge? Read more
Machine learning: Moving from experiments to production
03/19/19
Join me as I go back to the drawing board and think about approaches to plan an ML pipeline that fits your organization’s needs. We'll look at goals, technical approaches and an example architecture. Read more
A walkthrough of DVC
03/13/19
How to systematially organize Machine Learning model development? Meet DVC (data version control), which supports you with this task. Read more
Better time series forecasting using expert knowledge
02/15/19
Methods for time series forecasting have become more and more powerful in recent decades, ranging form simple linear models to complex machine learning algorithms. Read more
Predictive Maintenance as business driver
The aim of Predictive Maintenance (PrM) is to timely identify anomalies, and indicate a safe interval of time to perform the necessary repair. Read more