Hands on Data Science

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

ISBN 10: 6208441536 / ISBN 13: 9786208441531

Verlag: LAP LAMBERT Academic Publishing, 2025

New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bestandsnummer des Verkäufers L0-9786208441531

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 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.

Bibliografische Details

Titel: Hands on Data Science
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2025
Einband: PAP
Zustand: New