Data Science
How to Make Synthetic Datasets with Python: A Complete Guide for Machine Learning
No dataset? No problem. Create your own in seconds with Python.
Data Science
Precision-Recall Curves: How to Easily Evaluate Machine Learning Models in No Time
Examples in Python included.
Data Science
Top 3 Classification Machine Learning Metrics – Ditch Accuracy Once and For All
Accuracy can be misleading. These 3 alternatives can't.
Data Science
LIME vs. SHAP: Which is Better for Explaining Machine Learning Models?
Two of the most popular Explainers compared.
Data Science
How to Make Stunning Interactive Maps with Python and Folium in Minutes
Visualizing earthquake data was never simpler
Data Science
ROC and AUC – How to Evaluate Machine Learning Models in No Time
Yes, hands-on examples in Python included.
Data Science
How to Effortlessly Handle Class Imbalance with Python and SMOTE
Class-imbalanced dataset doesn't have to be a problem.
Data Science
Ridgeline Plots: The Perfect Way to Visualize Data Distributions with Python
Represent your data as a mountain range - and uncover hidden details along ...
Data Science
Become a Data Scientist in 2021 Even Without a College Degree
Data Science is hard to learn. Having a solid plan is essential. Here's ...
Data Science
LIME: How to Interpret Machine Learning Models With Python
Explainable machine learning at your fingertips.