Machine Learning Visualized Machine Learning Visualized

Machine Learning Visualized

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Description de l’éditeur

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.

GENRE
Informatique et Internet
SORTIE
2025
2 septembre
LANGUE
EN
Anglais
LONGUEUR
69
Pages
ÉDITEUR
Gavin Hung
VENDEUR
Gavin Hung
TAILLE
2,8
 Mo
Introduction to Artificial Intelligence for Security Professionals Introduction to Artificial Intelligence for Security Professionals
2017
Automated Machine Learning Automated Machine Learning
2019
Artificial Intelligence Technology Artificial Intelligence Technology
2022
Programming Problems: Advanced Algorithms Programming Problems: Advanced Algorithms
2013
Fundamental Approaches to Software Engineering Fundamental Approaches to Software Engineering
2023
Just Enough R: Learn Data Analysis with R in a Day Just Enough R: Learn Data Analysis with R in a Day
2017
Informed Machine Learning Informed Machine Learning
2025
Machine Learning and Its Application to Reacting Flows Machine Learning and Its Application to Reacting Flows
2023
Hyperparameter Tuning for Machine and Deep Learning with R Hyperparameter Tuning for Machine and Deep Learning with R
2023
Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models
2024
Machine Learning Machine Learning
2020
Artificial Intelligence and Cognitive Science Artificial Intelligence and Cognitive Science
2023