Applied data analytics : principles and applications

• Main Author: Agbinya, Johnson I., (Author)
• Format: eBook
• Language: English
• Published: Gistrup, Denmark : River Publishers, [2020]
• Series: River Publishers series in signal, image and speech processing.
• Subjects: Big data.; Data mining.; Quantitative research.; elektronické knihy; electronic books
• ISBN: 9788770220958; 8770220956; 8770220964; 9788770220965
• Physical Description: 1 online resource (xxxii, 336 pages) : illustrations
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

This text provides some of the most sought after techniques in big data analytics. Establishing strong foundations in these topics provides practical ease when big data analyses are undertaken using the widely available open source and commercially orientated computation platforms, languages and visualization systems. The book, when combined with such platforms, provides a complete set of tools required to handle big data and can lead to fast implementations and applications. The book contains a mixture of machine learning foundations, deep learning, artificial intelligence, statistics and evolutionary learning mathematics written from the usage point of view with rich explanations on what the concepts mean.