Data Science
Are The New M1 Macbooks Any Good for Data Science? Let’s Find Out
Comparison with Intel Macbook Pro in Python, Numpy, Pandas, and Scikit-Learn
Data Science
3 Ways to Tune Hyperparameters of Machine Learning Models with Python
From scratch to Grid Search - hands-on examples included.
Data Science
3 Essential Ways to Calculate Feature Importance in Python
A must-know for any aspiring data scientist.
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
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
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 ...