Can I read Practical Deep Learning on EtoBox?

Practical Deep Learning by Ron Kneusel is a nonfiction available to read on EtoBox.

What is Practical Deep Learning about?

If youÃ?¢??ve been curious about machine learning but didnÃ?¢??t know where to start, this is the book youÃ?¢??ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further.All you need is basic familiarity with computer programming and high school mathÃ?¢??the book will cover the rest. After an introduction to Python, youÃ?¢??ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your modelsÃ?¢?? performance.YouÃ?¢??ll also learn:Ã?¢?Ã?¢How to use classic machine learning models like k-Nearest Neighbors, Random Forests, and Support Vector MachinesÃ?¢?Ã?¢How neural networks work and how theyÃ?¢??re trainedÃ?¢?Ã?¢How to use convolutional neural networksÃ?¢?Ã?¢How to develop a successful deep learning model from scratchYouÃ?¢??ll conduct experiments along the way, building to a final case study that inco

Who reads Practical Deep Learning?

Author

Ron Kneusel

Publisher

No Starch Press

Published

2021

Language

EN

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem