Why is Python so good for AI and Machine Learning? 5 Python Experts Explain
Python is one of the best programming languages for machine learning, quickly coming to rival R's dominance in academia and research. But why is...
What is ensemble learning?
Ensemble learning explained
There are many instances when a single machine learning model simply isn't good enough - you need to use multiple models. Here...
FAT* 2018 Conference Session 5 Summary on FAT Recommenders, Etc.
This session of FAT 2018 is about Recommenders, etc. Recommender systems are algorithmic tools for identifying items of interest to users. They are usually...
FAT Conference 2018 Session 3: Fairness in Computer Vision and NLP
Machine learning has emerged with a vast new ecosystem of techniques and infrastructure and we are just beginning to learn their full capabilities. But...
FAT Conference 2018 Session 4: Fair Classification
As algorithms are increasingly used to make decisions of social consequence, the social values encoded in these decision-making procedures are the subject of increasing...
FAT* 2018 Conference Session 2 Summary: Interpretability and Explainability
This session of the FAT* 2018 is about interpretability and explainability in machine learning models. With the advances in Deep learning, machine learning models...
What is ASP.NET Core?
This is a guest post by Jason De Oliveira, the author of Learning ASP.NET Core 2.0.
ASP.NET Core is a new cross-platform open-source framework for...
Stack Wars: The epic struggle for control of the tech stack
The choice of tech stack for a project, team or organisation is an ongoing struggle between competing forces. Each of the players has their...
The great unbundling of the tech stack and developer learning
The nineties: the large software vendors dominate
When I started my first tech publisher, Wrox, back in 1994, tech was dominated by a few large IT...
Comparing .NET products
This is an extract from the third edition of C# 7.1 and .NET Core 2.0 - Modern Cross-Platform Development by Mark Price.
Understanding the .NET framework
Microsoft's...