Mastering Machine Learning: From Basics to Advanced
This book covers all aspects of machine learning (ML) from concepts and math to ML programming. ML concepts and the math associated with ML are written from an application perspective, rather than from a theoretical perspective. The book presents concepts and algorithms precisely as they are used in real-world applications, ensuring a seamless and practical understanding with no gap between theory and practice.In a distinctive approach, the book's content is complemented by video lectures whose details can be found inside the book. This innovative approach offers readers a multimedia learning experience, accommodating different learning preferences, and reinforcing the material through visual and auditory means. If you are new to Artificial Intelligence and Machine Learning, this could be the first book you read and the first video course you take.
| Autor: | Madhavan, Govindakumar |
|---|---|
| ISBN: | 9789819799138 |
| Sprache: | Englisch |
| Seitenzahl: | 250 |
| Produktart: | Kassette / Medienmix z.B. Audio und Buch |
| Verlag: | Springer Singapore |
| Veröffentlicht: | 11.05.2025 |
| Schlagworte: | Anomaly Detection Algorithms Data Science Exploratory Data Analysis (EDA) Linear Regression Machine Learning Supervised Learning Algorithms |
Govindakumar Madhavan is the founder and CEO of SeaportAi. He completed his B.Tech. and MBA from top institutes in India. He also holds certifications in six sigma and project management. He has over 2 decades of experience managing technology, operations, and quality in large MNCs and start-ups. He has led high performance multi-national teams and managed businesses across the Asia Pacific region. He has successfully incubated Centers of Excellence for fraud prevention and service analytics. He has significant experience in design thinking-based product development and management. He has also played a critical role in developing products for emerging markets and won global awards in the areas of Customer Experience, Leadership Excellence, Quality, and Technology. He is a prolific author of about 40 video courses and 10 books.