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Statistical Foundations of Data Science

SKU: 9781032941752

4,495.00

Master the statistical foundations crucial for modern data science. This graduate-level textbook provides deep insights into statistical models, contemporary machine learning techniques, and their mathematical underpinnings. Explore advanced topics like high-dimensional statistics, sparsity, covariance learning, and inference. Covering regression, SVMs, random forests, and deep learning, it’s essential for students and researchers in India seeking to build robust analytical skills for data interpretation and prediction. Elevate your expertise in this dynamic field with comprehensive coverage and practical applications.

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