Tag: Chapman

Free Download Foundations of Data Science with Python (Chapman & Hall/CRC The Python Series) by John M. Shea
English | February 22, 2024 | ISBN: 1032350423 | 502 pages | PDF | 21 Mb
Foundations of Data Science with Python introduces readers to the fundamentals of data science, including data manipulation and visualization, probability, statistics, and dimensionality reduction. This book is targeted toward engineers and scientists, but it should be readily understandable to anyone who knows basic calculus and the essentials of computer programming. It uses a computational-first approach to data science: the reader will learn how to use Python and the associated data-science libraries to visualize, transform, and model data, as well as how to conduct statistical tests using real data sets. Rather than relying on obscure formulas that only apply to very specific statistical tests, this book teaches readers how to perform statistical tests via resampling; this is a simple and general approach to conducting statistical tests using simulations that draw samples from the data being analyzed. The statistical techniques and tools are explained and demonstrated using a diverse collection of data sets to conduct statistical tests related to contemporary topics, from the effects of socioeconomic factors on the spread of the COVID-19 virus to the impact of state laws on firearms mortality.

Free Download Data Mining with Python (Chapman & Hall/CRC The Python Series) by Di Wu
English | April 10, 2024 | ISBN: 1032598905 | 414 pages | MOBI | 13 Mb
Data is everywhere and it’s growing at an unprecedented rate. But making sense of all that data is a challenge. Data Mining is the process of discovering patterns and knowledge from large data sets, and Data Mining with Python focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge.

Free Download Getting (more out of) Graphics (Chapman & Hall/CRC Data Science Series) by Antony Unwin
English | June 7, 2024 | ISBN: 0367673991 | 446 pages | MOBI | 41 Mb
Data graphics are used extensively to present information. Understanding graphics is a lot about understanding the data represented by the graphics, having a feel not just for the numbers themselves, the reliability and uncertainty associated with them, but also for what they mean. This book presents a practical approach to data visualisation with real applications front and centre.

Free Download Bayesian Networks (Chapman & Hall/CRC Texts in Statistical Science) by Marco Scutari, Jean-Baptiste Denis
English | July 29, 2021 | ISBN: 0367366517 | 274 pages | MOBI | 19 Mb
Bayesian Networks: With Examples in R, Second Edition introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples illustrate each step of the modelling process and discuss side by side the underlying theory and its application using R code. The examples start from the simplest notions and gradually increase in complexity. In particular, this new edition contains significant new material on topics from modern machine-learning practice: dynamic networks, networks with heterogeneous variables, and model validation.

Free Download AI: Unexplainable, Unpredictable, Uncontrollable (Chapman & Hall/CRC Artificial Intelligence and Robotics Series) by Roman V. Yampolskiy
English | February 23, 2024 | ISBN: 103257626X | 264 pages | MOBI | 1.44 Mb
Delving into the deeply enigmatic nature of Artificial Intelligence (AI), AI: Unexplainable, Unpredictable, Uncontrollable explores the various reasons why the field is so challenging. Written by one of the founders of the field of AI safety, this book addresses some of the most fascinating questions facing humanity, including the nature of intelligence, consciousness, values and knowledge.

Free Download Lick Library – Tracy Chapman Guitar Lessons
Sam Bell. | Duration: 0:09 h | Video: H264 1920×1080 | Audio: AAC 48 kHz 2ch | 227 MB | Language: English
"Fast Car," a classic track by Tracy Chapman, is more than just a piece of music; it’s a poignant story set against a melodic backdrop that captures the essence of hope and escape. This song has not only left a lasting mark on the folk-rock genre but also showcases an array of guitar techniques that can enhance any guitarist’s skill set. Our guitar lesson at Licklibrary.com delves deep into the nuances of "Fast Car," teaching you the intricacies of playing this iconic song note for note. This lesson is designed to help guitarists master several important techniques that Tracy Chapman used to give the song its distinctive sound.
1. Fast Car[09:33]
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Free Download Big Data Analytics (Chapman & Hall/CRC Data Science Series) by Ulrich Matter
English | September 4, 2023 | ISBN: 1032458143 | 328 pages | PDF | 35 Mb
Successfully navigating the data-driven economy presupposes a certain understanding of the technologies and methods to gain insights from Big Data. This book aims to help data science practitioners to successfully manage the transition to Big Data.

Free Download Machine Learning, Animated
by Liu, Mark;
English | 2024 | ISBN: 1032462140 | 436 pages | True EPUB | 39.4 MB

Free Download Anxiety Alchemy by Rob Chapman
Published 9/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.87 GB | Duration: 2h 35m
Transforming Anxiety into Inner Peace