Mastering Predictive Modelling: Build, Evaluate, and Deploy Models That Drive Smarter Decisions - Softcover

Hill, Cornelius Lauren

Softcover

ISBN 13: 9798270771638

Verlag: Independently published, 2025

Inhaltsangabe

Unlock the power of data and learn how to build predictive models that make a real impact. Mastering Predictive Modeling takes you from the fundamentals of data collection and preprocessing to advanced techniques like transfer learning, AutoML, and reinforcement learning. This book guides you through algorithm selection, feature engineering, model training, evaluation, and deployment with practical examples and hands-on exercises.

Ethical considerations and bias mitigation are woven throughout, ensuring your models are not only accurate but also responsible. You will explore applications across healthcare, finance, marketing, and manufacturing while learning to use essential tools like Scikit-Learn, TensorFlow, and cloud-based platforms.

By the end, you will have the knowledge and confidence to create robust, explainable, and actionable predictive models that drive smarter decisions.

Whether you are a student, analyst, engineer, or professional looking to harness the power of data, this book equips you with the skills and insight to turn information into meaningful results and achieve real-world impact.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798270771638
• Einband: Taschenbuch
• Anzahl der Seiten: 232
• Kontakt zum Hersteller: Printed by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg