Envío gratis siempre a todo México.
Haz clic para hacer zoom
Not Available
Partha Majumdar
Mastering Classification Algorithms for Machine Learning
Cargando comentarios…
Comparte
$386
$278
Envío gratis siempre
Comentarios
Cargando el resumen…
Cargando comentarios…
product
4508728Mastering Classification Algorithms for Machine Learninghttps://www.gandhi.com.mx/mastering-classification-algorithms-for-machine-learning-9789355518514/phttps://gandhi.vtexassets.com/arquivos/ids/4289869/image.jpg?v=638446607446200000278386MXNBPB PublicationsInStock/Ebooks/<p>Classification algorithms are essential in machine learning as they allow us to make predictions about the class or category of an input by considering its features. These algorithms have a significant impact on multiple applications like spam filtering, sentiment analysis, image recognition, and fraud detection. If you want to expand your knowledge about classification algorithms, this book is the ideal resource for you. The book starts with an introduction to problem-solving in machine learning and subsequently focuses on classification problems. It then explores the Nave Bayes algorithm, a probabilistic method widely used in industrial applications. The application of Bayes Theorem and underlying assumptions in developing the Nave Bayes algorithm for classification is also covered. Moving forward, the book centers its attention on the Logistic Regression algorithm, exploring the sigmoid function and its significance in binary classification. The book also covers Decision Trees and discusses the Gini Factor, Entropy, and their use in splitting trees and generating decision leaves. The Random Forest algorithm is also thoroughly explained as a cutting-edge method for classification (and regression). The book concludes by exploring practical applications such as Spam Detection, Customer Segmentation, Disease Classification, Malware Detection in JPEG and ELF Files, Emotion Analysis from Speech, and Image Classification. By the end of the book, you will become proficient in utilizing classification algorithms for solving complex machine learning problems.</p>...4349265Mastering Classification Algorithms for Machine Learning278386https://www.gandhi.com.mx/mastering-classification-algorithms-for-machine-learning-9789355518514/phttps://gandhi.vtexassets.com/arquivos/ids/4289869/image.jpg?v=638446607446200000InStockMXN99999DIEbook20239789355518514_W3siaWQiOiIxNzcyOTg5OS01MGQxLTRjMWEtYjAwOS1jZTY4NTYxMTYwN2EiLCJsaXN0UHJpY2UiOjM4NiwiZGlzY291bnQiOjEwOCwic2VsbGluZ1ByaWNlIjoyNzgsImluY2x1ZGVzVGF4Ijp0cnVlLCJwcmljZVR5cGUiOiJXaG9sZXNhbGUiLCJjdXJyZW5jeSI6Ik1YTiIsImZyb20iOiIyMDI1LTA3LTAxVDAwOjAwOjAwWiIsInJlZ2lvbiI6Ik1YIiwiaXNQcmVvcmRlciI6ZmFsc2V9XQ==9789355518514_<p>Classification algorithms are essential in machine learning as they allow us to make predictions about the class or category of an input by considering its features. These algorithms have a significant impact on multiple applications like spam filtering, sentiment analysis, image recognition, and fraud detection. If you want to expand your knowledge about classification algorithms, this book is the ideal resource for you. The book starts with an introduction to problem-solving in machine learning and subsequently focuses on classification problems. It then explores the Nave Bayes algorithm, a probabilistic method widely used in industrial applications. The application of Bayes Theorem and underlying assumptions in developing the Nave Bayes algorithm for classification is also covered. Moving forward, the book centers its attention on the Logistic Regression algorithm, exploring the sigmoid function and its significance in binary classification. The book also covers Decision Trees and discusses the Gini Factor, Entropy, and their use in splitting trees and generating decision leaves. The Random Forest algorithm is also thoroughly explained as a cutting-edge method for classification (and regression). The book concludes by exploring practical applications such as Spam Detection, Customer Segmentation, Disease Classification, Malware Detection in JPEG and ELF Files, Emotion Analysis from Speech, and Image Classification. By the end of the book, you will become proficient in utilizing classification algorithms for solving complex machine learning problems.</p>...9789355518514_BPB Publicationslibro_electonico_9789355518514_9789355518514Partha MajumdarInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/bpbonline-epub-a2af2b9b-6dce-4857-95e4-bcaffacaa832.epub2023-05-23T00:00:00+00:00BPB Publications