Joos KinTowards Data ScienceMANOVADeep-dive into MANOVA with worked-out examples in R and Python·7 min read·Dec 19, 2021--2--2
Joos KinTowards Data ScienceHow to Land a Data Science Job in 20227 skills to improve employability for a data science position·8 min read·Dec 6, 2021--2--2
Joos KinTowards Data ScienceSolutions against overfitting for machine learning on tabular dataPresenting 5 solutions that you can use to counteract overfitting in tabular data and classical machine learning·9 min read·Nov 28, 2021--1--1
Joos KinTowards Data ScienceMachine Learning on Sound and Audio dataUsing a Genre Classification use case to learn how to apply Machine Learning to Sound and Audio data·8 min read·Nov 14, 2021--7--7
Joos KinTowards Data ScienceFourier Transform for Time SeriesLearn what Fourier Transform is and how it can be used to decompose time series. With a worked Python example on CO2 time series data.·9 min read·Oct 31, 2021--7--7
Joos KinTowards Data ScienceWhat is sound?An introduction to digital sound and audio data. With a Python example on exploring audio files, sound waves, and spectrograms.·6 min read·Oct 17, 2021--2--2
Joos KinTowards Data ScienceThe Eclat algorithmUsing the Eclat algorithm in Python to do frequent itemset mining for basket analysis·7 min read·Sep 29, 2021--3--3
Joos KinTowards Data ScienceThe FP Growth algorithmUsing the FP Growth algorithm in Python to do frequent itemset mining for basket analysis·7 min read·Sep 26, 2021--2--2
Joos KinTowards Data ScienceThe Apriori algorithmUsing the famous Apriori algorithm in Python to do frequent itemset mining for basket analysis·9 min read·Sep 22, 2021--4--4
Joos KinTowards Data ScienceThe F1 scoreAll you need to know about the F1 score in machine learning. With an example applying the F1 score in Python.·13 min read·Aug 31, 2021--5--5