Data Science
Are The New M1 Macbooks Any Good for Deep Learning? Let’s Find Out
M1 Macs vs. Google Colab for basic deep learning tasks.
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
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.