Dimensionality reduction - Samenvattingen en Aantekeningen

A summary on the Introduction to Machine Learning course provided by Tilburg University for the Cognitive Science and AI bachelor. This is based on the lectures, with notes on the course book added when it provides useful additional information.

een gehele samenvatting van bio-informatica (BMW20421) jaar 2 gegeven vanuit biomedische wetenschappen universiteit utrecht. Alle hoorcolleges en meer belangrijke informatie van de tentamenstof.

This documents contains a summary of the final modules/weeks (4-7) for the course Data Mining for Business and Governance. The following topics are included in this summary: ⋅ Crisp (K-means) clustering ⋅ Fuzzy (c-means) clustering ⋅ Hierarchical clustering ⋅ Text mining ⋅ Preprocessing noisy text ⋅ Document similarity: Jaccard coefficient ⋅ Term frequency, inverse term frequency ⋅ Dimensionality reduction ⋅ Feature selection ⋅ Filtering strategy ⋅ Wrapper s...

This documents contains a summary of the first three modules/weeks for the course Data Mining for Business and Governance. The following topics are included in this summary: ⋅ What is data mining? ⋅ What are the related disciplines? ⋅ What are the applications? ⋅ What is big data? ⋅ Supervised and unsupervised learning ⋅ Examples of supervised and unsupervised learning ⋅ Workflow of supervised learning ⋅ Descriptive analysis: data visualization, exploring data dist...

Een gedetailleerde samenvatting over het vak data mining van alle collegeslides en aantekeningen inclusief voorbeelden van de algorithmes.

This document presents an in depth summary of the Introduction to Data Science course within the Cognitive Science and Artificial Intelligence bachelor program at Tilburg University. This summary covers the basic topics of Machine Learning and Data Science, such as Supervised and Supervised learning at an intermediate level. It also provides clear explanations of the most used algorithms in ML, both for Classification and Regression analysis in Supervised Learning and clustering and dimensional...

Extended summary (uitgebreide samenvatting) Data Mining Data Science Regression Classification Clustering Dimensionality Reduction

Short summary (samenvatting) Data Mining Data Science Regression Classification Clustering Dimensionality Reduction