The Machine Learning Blueprint

Dr. Apurva Vashist, Deepanshu Goyal

SKU: 9789376068982

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ISBN: 9789376068982

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ISBN: 9789376068982
Authors: Dr. Apurva Vashist, Deepanshu Goyal
Rights: Worldwide
Edition: 2026
Pages: 404
Dimension: 7.5*9.25 Inches
Book Type: Paperback

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The Machine Learning Blueprint is your comprehensive guide to understanding and implementing modern machine learning techniques using Python. Whether you're a student, researcher, or an industry professional, this book equips you with the knowledge and skills to build smarter, more efficient models.

Step-by-step tutorials covering classification, regression, clustering, and ensemble models

Learn to leverage powerful Python libraries such as NumPy, pandas, scikit-learn, and TensorFlow to develop, test, and optimize machine models.
Explore practical case studies on predictive modeling in domains like healthcare and geoscience.
Gain hands-on experience with real-world datasets, building and fine-tuning models with modern AutoML
techniques.

● Dr. Apurva Vashist is an Associate Professor of Computer Science with more than 20 years of experience in teaching, research, and academic administration. She holds a Ph.D. in Computer Science with specialization in Recommender Systems, and an M. Tech in Data Science. Currently, she is serving at Guru Tegh Bahadur Fourth Centenary Engineering College, New Delhi, affiliated with Indraprastha University. Her core teaching areas include Artificial Intelligence, Machine Learning, Data Mining, and Data Science.

She has a strong research orientation with publications in reputed Scopus-indexed journals and Springer conference proceedings.Her research interests span healthcare analytics,feature optimization, recommender systems, and predictive modelling.

Dr. Vashist has actively participated in and presented papers at national and international conferences. She has delivered invited expert lectures on AI and Machine Learning at academic and administrative training institutes.

She has also contributed to academic leadership through roles such as Academic Dean. Dr. Vashist holds Indian design patents and continues to contribute actively to teaching, research, and innovation.

● Deepanshu Goyal is a Machine Learning Specialist holding a Bachelor’s degree in Computer Applications, from Ambedkar DSEU Campus with a strong academic foundation in computer science and data analytics. His expertise encompasses predictive modelling, ensemble learning, optimization techniques, and scalable MLOps architectures,
with a focus on developing high-performance, data-driven solutions grounded in rigorous methodology and practical applicability.

He has authored and co-authored research in domains such as diabetes risk prediction and earthquake forecasting, applying advanced feature selection methods, ensemble frameworks, and deep learning models to enhance predictive robustness and generalization. He has presented research papers at Springer international conferences, demonstrating active engagement in scholarly research and academic dissemination. Through this book, he offers a technically rigorous and implementation-oriented perspective on modern machine learning, bridging theoretical depth with production-ready AI systems.

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