Lasse Schultebraucks IT Consultant

The Problem of overfitting and underitting

This blog post is part of a series, where I talk about concepts and algorithms in Machine Learning. In this part I want to talk about Overfitting and Underfitting, which are common problems in Machine Learning which lead to low pThis blog post is part of a series, where I talk about concepts and algorithms in Machine Learning.\nIn this part I w... Read more

Support Vector Machines (SVM)

This blog post is part of a series, where I talk about concepts and algorithms in Machine Learning. In this part I want to talk about another popular algorithm, which is widely used for solving classification and regression problems. I am of course talking about Support Vector Machines (SVM). What does Support Vector Machines do? Support Vecto... Read more

Recursive Angular components

Recursion is a well known concept in Software Development and is a useful tool when it comes to algorithms which use e.g. divide an conquer to solve a problem recursively. But beside standard algorithms you can also use them in Angular components to build recursive components. It’s actually really simple and useful. Why you should build recursi... Read more

Data Visualization with Python

This blog post is part of a series, where I talk about concepts and algorithms in Machine Learning. In this blog post I do not want to talk about any concept or algorithm, but about data visualization with Python. Data Visualization with Python is very important, especially for Machine Learning, because you want to explore your data and gain kn... Read more

Preparation of training data

This blog post is part of a series, where I talk about concepts and algorithms in Machine Learning. In this part I want to talk a little about the preparation of data before you start training the data to your Machine Learning algorithm. Basic feature engineering: Selecting the right features In the feature engineering you typically care about... Read more