Machine Learning Visualized
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
Descripción editorial
Book of Jupyter Notebooks that implement and mathematically derive machine learning algorithms from first-principles. The output of each notebook is a visualization of the machine learning algorithm throughout its training phase, ultimately converging at its optimal weights.
Informed Machine Learning
2025
Machine Learning for Brain Disorders
2023
Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models
2024
Machine Learning and Its Application to Reacting Flows
2023
Hyperparameter Tuning for Machine and Deep Learning with R
2023
Machine Learning
2020