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Item #:
148198777
Texts in Computer Science Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data, Hardcover
Item #:
148198777
MMK 302750
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This practical and systematic textbook/reference is a need-to-have tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems.
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What Stands Out
Comprehensive Guide
Covers essential methodologies in data science, providing a thorough understanding of intelligent data use for effective real-world applications.
Practical Insights
Offers practical examples and case studies that bridge theory and practice, making complex concepts accessible for learners and professionals alike.
Expert Contributions
Features insights from industry experts, ensuring that readers benefit from the latest trends and best practices in data science and intelligent data utilization.
Product Details
| Book format | Hardcover |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computing & Internet |
| Pub date | 2020-09-14 |
| Pages | 420 |
| Reading level | General/Trade |
| Subgenre | Data Science |
| Series title | Texts in Computer Science |
| Edition | 2nd 2020 Edition |
| Publisher | Springer International Publishing |
| Original languages | English |
| Language | English |
| Edu focus | Mathematics |
| Educational level | General |
| Is collectible | N |
| Binding type | Case Binding |
| Retail packaging | Single Piece |
| Assembled product height | 9.21 in (23.4 cm) |
| Assembled product weight | 1.73 lb (780 grams) |
| Bisac subject heading | Computers |
Who Should Buy?
-
Data Scientists
This book offers essential insights to enhance understanding and application of intelligent data utilization in their work.
-
Students
Ideal for students in computer science looking to grasp data science concepts and methodologies through real-world applications.
-
Business Analysts
Helps business analysts interpret data intelligently, leading to better decision-making and strategic planning within organizations.
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Beginners
Not suited for beginners with no prior knowledge of data science concepts, as it may be too advanced.
-
Casual Readers
Individuals looking for light reading may find the content too technical and detailed to grasp easily.
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Non-technical Workers
Those in non-technical roles may struggle to apply the insights from the book effectively in their jobs.
Product Description
Texts in Computer Science Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data, Hardcover
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Customer Questions & Answers
-
Question:
Who is this book intended for?
Answer: This book is designed for graduate and advanced undergraduate students, as well as professionals facing data science challenges. -
Question:
What key topics does the book cover?
Answer: It covers project understanding, data understanding, data blending, transformation, modeling, deployment, and monitoring. -
Question:
Does the book provide practical examples?
Answer: Yes, it includes numerous examples using the KNIME Analytics Platform and integrates illustrations and case studies.
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Secured transaction
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Features & Benefits
- Essential resource for graduate and advanced undergraduate students in data science.
- Offers a hands-on instructional approach to data science techniques.
- Integrates human intuition, computational power, and sound background knowledge.
- Updates include deep learning techniques and real-world problem-solving.
- Features illustrations, case studies, and project guidance.
- Includes additional resources on an associated website.