Machine Learning Visualized Machine Learning Visualized

Machine Learning Visualized

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

Beschreibung des Verlags

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
Computer und Internet
ERSCHIENEN
2025
2. September
SPRACHE
EN
Englisch
UMFANG
69
Seiten
VERLAG
Gavin Hung
ANBIETERINFO
Gavin Hung
GRÖSSE
2,8
 MB
Understanding Deep Learning Understanding Deep Learning
2023
Deep Learning Deep Learning
2016
Math for Deep Learning Math for Deep Learning
2021
Machine Learning with PyTorch and Scikit-Learn Machine Learning with PyTorch and Scikit-Learn
2022
Fundamentals of Machine Learning for Predictive Data Analytics, second edition Fundamentals of Machine Learning for Predictive Data Analytics, second edition
2020
Deep Learning Deep Learning
2019
Google Machine Learning and Generative AI for Solutions Architects Google Machine Learning and Generative AI for Solutions Architects
2024
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