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Reading List

A curated collection of books I'm currently reading or plan to read.

Statistical Inference
ReadingStatistics

Statistical Inference

by George Casella & Roger L. Berger

A comprehensive guide to statistical inference, covering probability theory, estimation, hypothesis testing, and more.

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Introduction to Probability and Mathematical Statistics
ReadingStatistics

Introduction to Probability and Mathematical Statistics

by Bain & Engelhardt

A comprehensive guide to probability and mathematical statistics, covering probability theory, estimation, hypothesis testing, and more.

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Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow
ReadingMachine Learning

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron

A comprehensive guide to machine learning, covering probability theory, estimation, hypothesis testing, and more.

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CFA Program Curriculum Level 1 Volume 1: Quantitative Methods
PlannedFinance

CFA Program Curriculum Level 1 Volume 1: Quantitative Methods

by CFA Institute

A comprehensive guide to the CFA Program Curriculum Volume 1 Level 1.

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Designing Data-Intensive Applications
PlannedSoftware Architecture

Designing Data-Intensive Applications

by Martin Kleppmann

Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency...

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