Data Science
Master Machine Learning: Logistic Regression From Scratch With Python
Machine Learning can be easy and intuitive - here's a complete from-scratch guide ...
Data Science
Master Machine Learning: Multiple Linear Regression From Scratch With Python
Machine Learning can be easy and intuitive - here's a complete from-scratch guide ...
Data Science
Master Machine Learning: Simple Linear Regression From Scratch With Python
Machine Learning can be easy and intuitive - here's a complete from-scratch guide ...
Data Science
PyTorch + SHAP = Explainable Convolutional Neural Networks
Learn how to explain predictions of convolutional neural networks with PyTorch and SHAP
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.