Value: $78.99
(as of Dec 09, 2025 05:09:47 UTC – Particulars)
Sensible Deep Studying teaches whole rookies how you can construct the datasets and fashions wanted to coach neural networks to your personal DL initiatives.
Should you’ve been inquisitive about synthetic intelligence and machine studying however didn’t know the place to start out, that is the ebook you’ve been ready for. Specializing in the subfield of machine studying often known as deep studying, it explains core ideas and provides you the muse it is advisable begin constructing your personal fashions. Relatively than merely outlining recipes for utilizing present toolkits, Sensible Deep Studying teaches you the why of deep studying and can encourage you to discover additional.
All you want is fundamental familiarity with pc programming and highschool math—the ebook will cowl the remainder. After an introduction to Python, you’ll transfer by key matters like how you can construct an excellent coaching dataset, work with the scikit-learn and Keras libraries, and consider your fashions’ efficiency.
You’ll additionally study:
Methods to use traditional machine studying fashions like k-Nearest Neighbors, Random Forests, and Assist Vector MachinesHow neural networks work and the way they’re trainedHow to make use of convolutional neural networksHow to develop a profitable deep studying mannequin from scratch You’ll conduct experiments alongside the way in which, constructing to a ultimate case examine that includes all the things you’ve discovered.
The right introduction to this dynamic, ever-expanding subject, Sensible Deep Studying will provide you with the abilities and confidence to dive into your personal machine studying initiatives.
Writer : No Starch Press
Publication date : Feb. 23 2021
Language : English
Print size : 464 pages
ISBN-10 : 1718500742
ISBN-13 : 978-1718500747
Merchandise weight : 777 g
Dimensions : 18.11 x 2.44 x 23.5 cm
Finest Sellers Rank: #869,952 in Books (See High 100 in Books) #297 in A.I. Neural Networks #686 in Python (Books) #789 in Laptop Algorithms
Buyer Critiques: 4.8 4.8 out of 5 stars (54) var dpAcrHasRegisteredArcLinkClickAction; P.when(‘A’, ‘prepared’).execute(operate(A) { if (dpAcrHasRegisteredArcLinkClickAction !== true) { dpAcrHasRegisteredArcLinkClickAction = true; A.declarative( ‘acrLink-click-metrics’, ‘click on’, { “allowLinkDefault”: true }, operate (occasion) { if (window.ue) 0) + 1); } ); } }); P.when(‘A’, ‘cf’).execute(operate(A) { A.declarative(‘acrStarsLink-click-metrics’, ‘click on’, { “allowLinkDefault” : true }, operate(occasion){ if(window.ue) }); });
