Use cases & applications
Books
Introduction to Statistical Learning
Python for Data Analysis
R for Data Science
Interpretable ML
Time-series forecasting
Deep Learning
Fundamentals of Data Visualization
The Turing Way
Lectures
Modern, composable and downward-scaleable data platforms
Perspectives on data science
The Precision-Recall Plot Is More Informative than the ROC Plot
The Design Philosophy of Great Tables
Portable dataflows with Ibis and Hamilton
Modern, hybrid, open analytics
Stop aggregating away the signal in your data
Analytical problem solving
RIP correlation. Introducing the Predictive Power Score.
Data visualization with Vega-Altair
Exploratory data analysis with Altair
Amazing Altair with an even better theme
Comet charts in Python
Visualization curriculum with Altair
Altair’s data types
Altair’s visualization grammar
What is Altair?
Getting into Python
Effective Python and idiomatic pandas
Getting into Python with RealPython.com
A Whirlwind Tour of Python
Use cases & applications
Inzicht in energiearmoede
Classifying rice grains using deep learning
The landscape of biomedical research
Verkeersveiligheidmodel
Predict precence of wolf pairs in Germany with XGBoost and SHAP
Notebooks
Deconfounding explained
Predicting house prices with pycaret
Predicting diabetes with pycaret
Demonstration of overfitting and underfitting
Categories
All
(5)
BERT
(1)
Deep Learning
(1)
Explainable AI
(1)
LLM
(1)
NLP
(1)
Nederlands
(2)
Selected use cases & applications
The landscape of biomedical research
NLP
BERT
LLM
Over 1.5 million scientific articles on biomedicine and life sciences are now published and collected in the PubMed database every year. This vast scale makes it challenging…
Rita González-Márquez et al.
Jun 14, 2024
Predict precence of wolf pairs in Germany with XGBoost and SHAP
Explainable AI
Wolves have returned to Germany since 2000. Numbers have grown to 209 territorial pairs in 2021. XGBoost machine learning, combined with SHAP analysis is applied to predict…
Jeanine Schoonemann et al.
Feb 19, 2024
Classifying rice grains using deep learning
Deep Learning
Rice, one of the world’s most significant agricultural products, is crucial for human nutrition, economies, and various industrial sectors. Classifying rice varieties, an…
Farshad Farahnakian et al.
Nov 28, 2023
Inzicht in energiearmoede
Nederlands
In januari 2022 zijn energieprijzen met 86% gestegen ten opzichte van het jaar daarvoor. Met de oorlog in Oekraïne en de inflatie zijn de prijzen alleen nog maar hoger…
Anouk Fredriksz
Feb 1, 2023
Verkeersveiligheidmodel
Nederlands
In het Verkeersveiligheidsmodel koppelen we data over historische ongevallen aan gegevens over de weg, over het verkeer en over de omgeving binnen de invloedsfeer van de…
Arjan Knol
Aug 1, 2019
No matching items