[Pdf/ePub] The Art of Machine Learning: A

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R by Norman Matloff

• The Art of Machine Learning: A Hands-On Guide to Machine Learning with R
• Norman Matloff
• Page: 272
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781718502109
• Publisher: No Starch Press

Download eBook

Downloading audiobooks to iphone 4 The Art of Machine Learning: A Hands-On Guide to Machine Learning with R English version

Learn to expertly apply a range of machine learning methods to real data with this practical guide. Packed with real datasets and practical examples, The Art of Machine Learning will help you develop an intuitive understanding of how and why ML methods work, without the need for advanced math. As you work through the book, you’ll learn how to implement a range of powerful ML techniques, starting with the k-Nearest Neighbors (k-NN) method and random forests, and moving on to gradient boosting, support vector machines (SVMs), neural networks, and more. With the aid of real datasets, you’ll delve into regression models through the use of a bike-sharing dataset, explore decision trees by leveraging New York City taxi data, and dissect parametric methods with baseball player stats. You’ll also find expert tips for avoiding common problems, like handling “dirty” or unbalanced data, and how to troubleshoot pitfalls. You’ll also explore: How to deal with large datasets and techniques for dimension reduction Details on how the Bias-Variance Trade-off plays out in specific ML methods Models based on linear relationships, including ridge and LASSO regression Real-world image and text classification and how to handle time series data Machine learning is an art that requires careful tuning and tweaking. With The Art of Machine Learning as your guide, you’ll master the underlying principles of ML that will empower you to effectively use these models, rather than simply provide a few stock actions with limited practical use. Requirements: A basic understanding of graphs and charts and familiarity with the R programming language

Programming Languages: Books: Java, Python, C &
The Art of Machine Learning: A Hands-On Guide to Machine Learning with RThe Art of Machine L…
Deep Learning with R
The clearest explanation of deep learning I have come acrossit was a joy to read. Richard Tobias, Cephasonics. An excellent hands-on introductory title, with 
کتاب The Art of Machine Learning نسخه 1 چاپ سال 2024
کتاب The Art of Machine Learning: A Hands-On Guide to Machine Learning with R (هنر یادگیری ماشینی: راهنمای عملی برای یادگیری ماشین با R) یک منبع کاربردی 
A Hands-On Guide to Machine Learning with R
Buy the book The Art of Machine Learning: A Hands-On Guide to Machine Learning with R by norman matloff at Indigo.
Machine Learning with R
by B Lantz · Cited by 1698 —

Download more ebooks: {epub download} Overcoming Familiar Spirits: Deliverance from Unseen Demonic Enemies and Spiritual Debt by Kynan Bridges link, BAJO LA LUZ DEL ECLIPSE leer el libro pdf pdf, DOWNLOAD [PDF] {EPUB} Knife Drop: Creative Recipes Anyone Can Cook by Nick DiGiovanni, Gordon Ramsay download pdf, Read online: Locklands: A Novel by Robert Jackson Bennett read book, CADÁVER EXQUISITO leer pdf here, Download Pdf Court of the Vampire Queen by Katee Robert site, DOWNLOAD [PDF] {EPUB} Joshua Weissman: Texture Over Taste by Joshua Weissman download link, [Pdf/ePub] Brown Boy: A Memoir by Omer Aziz download ebook read pdf, PDF [DOWNLOAD] Cleat Cute: A Novel by Meryl Wilsner on Iphone read book, [Kindle] TEORIA DE LOS LENGUAJES DE PROGRAMACION descargar gratis read book, PDF EPUB Download Open Circuits: The Inner Beauty of Electronic Components by Eric Schlaepfer, Windell Oskay Full Book download pdf, PDF [Download] Cyrano de Bergerac by Martin Crimp read book,