Cantitate/Preț
Produs

Machine Learning: Algorithms and Applications

Autor Mohssen Mohammed, Muhammad Badruddin Khan, Eihab Bashier Mohammed Bashier
en Limba Engleză Paperback – 30 iun 2020
Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and describing the areas of application for each algorithm, using simple practical examples to demonstrate each algorithm and showing how different issues related to these algorithms are applied.
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 35928 lei  43-57 zile
  CRC Press – 30 iun 2020 35928 lei  43-57 zile
Hardback (1) 71831 lei  43-57 zile
  CRC Press – 18 iul 2016 71831 lei  43-57 zile

Preț: 35928 lei

Preț vechi: 44910 lei
-20% Nou

Puncte Express: 539

Preț estimativ în valută:
6881 7089$ 5764£

Carte tipărită la comandă

Livrare economică 24 februarie-10 martie

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9780367574673
ISBN-10: 0367574675
Pagini: 226
Dimensiuni: 156 x 234 x 15 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Cuprins

Exact String Matching Algorithms. Brute-Force Algorithm. Aho-Corasick Algorithm. Boyer-Moore Algorithm. Rabin–Karp Algorithm. Knuth–Morris–Pratt Algorithm. Approximate String Matching Algorithms. Longest Common Subsequence. Longest Increasing Subsequence. Longest Common Substring. Supervised Learning. Decision Trees. C4.5 Algorithm. RIPPER Algorithm. Perceptron-Based Techniques. Naive Bayes Classifiers. Bayesian Networks. Instance-Based Learning. Support Vector Machines. Unsupervised Learning. Bayes Rule. Factor Analysis. Principal Components Analysis (PCA). Independent Components Analysis (ICA). Mixture of Gaussians. K-Means. Expectation-Maximization (EM) Algorithm. State-Space Models (Ssms). Hidden Markov Models (Hmms). Undirected Graphs. Directed Graphs. Factor Graphs.

Notă biografică

Mohssen Mohammed, Muhammad Badruddin Khan, Eihab Bashier Mohammed Bashier

Descriere

Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and desc