Machine Learning for Computer Scientists and Data Analysts

Name: Machine Learning for Computer Scientists and Data Analysts
Author: Setareh Rafatirad

From an Applied Perspective

Paperback Engels 2023 9783030967581

96,99

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Samenvatting

This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.

Specificaties

ISBN13:9783030967581

Taal:Engels

Bindwijze:paperback

Uitgever:Springer International Publishing

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Inhoudsopgave

<p>Introduction.- Metadata Extraction and Data Preprocessing.- Data Exploration.- Practice Exercises.- Supervised Learning.- Unsupervised Learning.- Reinforcement Learning.- Model Evaluation and Optimization.- ML in Computer vision – autonomous driving and object recognition.- ML in Health-care – ECG and EEG analysis.- ML in Embedded Systems – resource management.- ML for Security (Malware).- ML in Big-data Analytics.- ML in Recommender Systems.- ML for Ontology Acquisition from Text and Image Data.- Adversarial Learning.- Graph Adversarial Neural Networks.- Graph Convolutional Networks.- Hardware for Machine Learning.- Software Frameworks.</p>

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