Introduction to Data Mining and Analytics - Brossura

Jamsa, Kris A.

 
9781284180909: Introduction to Data Mining and Analytics
Brossura
ISBN 10: 1284180905 ISBN 13: 9781284180909
Casa editrice: Jones & Bartlett Learning, 2020

Sinossi

Data Mining and Analytics provides a broad and interactive overview of a rapidly growing field. The exponentially increasing rate at which data is generated creates a corresponding need for professionals who can effectively handle its storage, analysis, and translation. With a dual focus on concepts and operations, this text comprises a complete how-to and is an excellent resource for anyone considering the field.

No programming experience is necessary to make the most of this resource. Case studies and hands-on activities incorporate real-world data sets and allow students the opportunity to exercise their new skills. Our Cloud Desktop integrates popular data mining tools, giving students a valuable familiarity with industry-standard applications.

After defining the concepts of data mining and machine learning, Data Mining and Analytics delves into the types of databases, their respective relevance and popularity, and the trends that affect their use. The importance of data visualization for communication purposes is explored, as are the processes of data cleansing, clustering, and classification. Excel, SQL, NoSQL, Python, and R programming all receive in-depth treatments, supplemented with hands-on exercises. Operations covered in earlier chapters are given real-world context through a practical application to the current issues of big data and of text and image data mining. The text concludes by describing an analysts steps from planning through execution, ensuring that readers gain the technical know-how to launch, lead, or support a data project in the workplace.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Jones & Bartlett Learning
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
1284180905
ISBN 13 
9781284180909
Rilegatura
Copertina flessibile
Numero di pagine
668
Contatto del produttore
non disponibile
Persona responsabile
non disponibile