An Introduction to Statistical Learning: With Applications in R by Gareth James (2013)

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. [Read More]

A brief history of artificial intelligence: What It Is, Where We Are, and Where We Are Going by Michael Wooldridge (2022)

From Oxford’s leading AI researcher comes a fun and accessible tour through the history and future of one of the most cutting edge and misunderstood field in science: Artificial Intelligence. The somewhat ill-defined long-term aim of AI is to build machines that are conscious, self-aware, and sentient; machines capable of the kind of intelligent autonomous action that currently only people are capable of. [Read More]

From Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence (Intelligent Systems Reference Library, 18) by Achim Zielesny (2011)

A user-friendly and visually informative manual for scientific data analysis and computational intelligence. Covers curve fitting, clustering, machine learning, as well as mathematical optimization and evolutionary algorithms. Concepts and ideas presented in a straightforward manner with visually supported plausibility arguments and basic mathematical explanations [Read More]

Machine Learning in the AWS Cloud by Abhishek Mishra (2019)

Put the power of AWS Cloud machine learning services to work in your business and commercial applications! Machine Learning in the AWS Cloud introduces readers to the machine learning (ML) capabilities of the Amazon Web Services ecosystem and provides practical examples to solve real-world regression and classification problems. [Read More]

Python Machine Learning for Beginners Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow by AI publishing (2021)

Python Machine Learning for Beginners Machine Learning (ML) and Artificial Intelligence (AI) have firmly established their presence. Based on substantial data and evidence, it’s clear that ML and AI are not just passing trends but integral to the future. [Read More]