HANDS ON DATA SCIENCE: BUILDING PROJECTS FROM SCRATCH: DE - Softcover

M.V., Ishwarya; S., Jayashree Ananth; L., Prinslin

Softcover

ISBN 10: 6208441536 ISBN 13: 9786208441531

Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

Whether you're an aspiring data scientist, a student looking to solidify your skills, or a professional seeking to expand your practical knowledge, this book provides a step-by-step approach to building data-driven applications. We'll start with the fundamentals, exploring how to acquire, clean, and prepare data for analysis. Then, we'll delve into the intricacies of feature engineering, model selection, and training, equipping you with the tools and techniques needed to build effective predictive models.But we won't stop there. We'll also cover the crucial aspects of model evaluation, deployment, and ongoing monitoring, ensuring that your projects are not only accurate but also robust and scalable. You'll learn how to communicate your findings effectively, transforming complex data into clear, actionable insights.This isn't just a theoretical exploration; it's a practical, project-based learning experience. By working through the examples and building projects from the ground up, you'll gain the confidence and expertise to tackle real-world data science challenges.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. M.V. Ishwarya is working as Associate Professor and HOD in AIDS Department in Agni College of Technology. P. Jayaselvi is working as Assistant Professor in CSE Department in Madanapalle institute of technology and Sciences. G. Umadevi is working as Assistant Professor in CSE Department in Agni College of Technology.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 6208441536
• ISBN 13: 9786208441531
• Einband: Taschenbuch
• Anzahl der Seiten: 144
• Kontakt zum Hersteller: Wydawnictwo Bezkresy Wiedzy; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland