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Data Science: Concepts and Practice
Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations.
Data Science: Concepts and Practice
Vare #: 17398483

Data Science: Concepts and Practice

Vare #: 17398483

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Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations.
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Hvad der skiller sig ud

Comprehensive Coverage
Covers essential data science concepts and practical applications, providing a solid foundation for beginners and advanced learners alike. This makes it an ideal resource for both academic and professional growth.
Hands-on Approach
Includes practical exercises and real-world case studies that help readers apply theoretical knowledge. This enhances understanding and ensures learners can tackle actual data science challenges.
Updated Content
Features the latest trends and technologies in data science, ensuring relevance in a rapidly evolving field. This equips readers with current knowledge and skills applicable in today’s job market.

Produktdetaljer

Discover the key concepts and practical applications of data science with Data Science: Concepts and Practice 2nd Edition. Order now from Ubuy, a Greenland.
  • Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data. You’ll be able to:Gain the necessary knowledge of different data science techniques to extract value from data. Master the concepts and inner workings of 30 commonly used powerful data science algorithms. Implement step-by-step data science process using using RapidMiner, an open source GUI based data science platformData Science techniques covered: Exploratory data analysis, Visualization, Decision trees, Rule induction, k-nearest neighbors, Naïve Bayesian classifiers, Artificial neural networks, Deep learning, Support vector machines, Ensemble models, Random forests, Regression, Recommendation engines, Association analysis, K-Means and Density based clustering, Self organizing maps, Text mining, Time series forecasting, Anomaly detection, Feature selection and more...Contains fully updated content on data science, including tactics on how to mine business data for informationPresents simple explanations for over twenty powerful data science techniquesEnables the practical use of data science algorithms without the need for programmingDemonstrates processes with practical use casesIntroduces each algorithm or technique and explains the workings of a data science algorithm in plain languageDescribes the commonly used setup options for the open source tool RapidMiner
Publisher Morgan Kaufmann
Publication date December 21, 2018
Edition 2nd
Language English
Print length 568 pages
ISBN-10 012814761X
ISBN-13 978-0128147610
Item Weight 2.5 pounds (1.13 kg)
Dimensions 7.52 x 1.28 x 9.25 inches (19.1 x 3.3 x 23.5 cm)

Hvem bør købe?

Suitable For
  • Aspiring Data Scientists

    Ideal for newcomers seeking foundational knowledge in data science concepts and practical applications.

  • Students in Academia

    Suitable for college students enrolled in data science or related programs, providing comprehensive material for coursework.

  • Professionals Upskilling

    Great for industry professionals looking to upgrade their skills and understanding of data science methodologies.

Not Suitable For
  • Advanced Practitioners

    Not suitable for experienced data scientists seeking deeper or more advanced theoretical knowledge.

Produktbeskrivelse

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  • spørgsmål: Hvordan shopper man Data Science: Concepts and Practice online fra Ubuy?

    svar: Det er nemt at shoppe Data Science: Concepts and Practice online fra Ubuy.. Du skal bare søge efter produktet, vælge din forsendelsesmetode, mens du tjekker ud og få det leveret til dit sted.
  • spørgsmål: Er Data Science: Concepts and Practice tilgængelig til at handle online i Greenland?

    svar: Ja, hos Ubuy Greenland er dette produkt tilgængeligt, så du kan handle til en rimelig pris.. Data Science: Concepts and Practice er ikke tilgængelig lokalt, men du kan stole på os med vores ekspresforsendelsestjenester.
  • spørgsmål: Hvor lang tid tager det at få produktet efter at have afgivet ordren?

    svar: Leveringstiden for dit bestilte produkt varierer alt efter, hvad du har bestilt, og den forsendelsesmetode, du har valgt.. Den estimerede leveringstid er nævnt under købsprocessen, så vær ubekymret, mens du handler.

Intelligence & Semantics Editorial Review

The "RapidMiner Data Science Use Cases" textbook is receiving generally positive reviews from customers, specifically from those using it as a resource for predictive analytics. Users have noted that the book covers all the necessary aspects of the RapidMiner application, making it a valuable tool for understanding data science concepts. While some users found the book to be a good starting point for learning data science, others felt that it may not be comprehensive enough for those looking for more in-depth knowledge in the field. One reviewer highlighted the importance of color in illustrations, suggesting that the book's use of grayscale images could be improved. However, despite this minor drawback, many users found the content of the book to be informative and practical for their needs. The book covers various data science models and emphasizes the four key skills required for effective analytics: business understanding, data understanding, software understanding, and data science understanding. Overall, the "RapidMiner Data Science Use Cases" textbook is recommended for individuals seeking an introduction to data science, especially for students and professionals who are not aiming to specialize in the field. The book's coverage of RapidMiner and data science models, combined with its straightforward and comprehensive approach, make it a worthwhile investment for those looking to enhance their understanding of predictive analytics. **

Kundeanmeldelser & vurderinger

4.5
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Del dine tanker med andre kunder

Fordele

  • Comprehensive coverage of RapidMiner and data science concepts
  • Practical and informative content for beginners and non-specialists
  • Emphasis on key skills required for effective analytics

Ulemper

  • Grayscale illustrations may hinder comprehension for some readers

Produktets prishistorik

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