The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of machine learning and data science by considering math problems and building Python programs.

Throughout history women have caused wars, defied the rules, and brought men to their knees. The famous and the infamous, queens, divorcées, actresses, and outlaws have created a ruckus during their lifetimes-turning heads while making waves. Scandalous Women tells the stories of the risk takers who have flouted convention, beaten the odds, and determined the course of world events. * When Cleopatra (69 BC-30 BC) wasn't bathing in asses' milk, the last pharaoh of the Ptolemaic dynasty ruled Egypt and forged an important political alliance with Rome against her enemies-until her dalliance with Marc Antony turned the empire against her. * Emilie du Châtelet (1706-1748), a mathematician, physicist, author, and paramour of one of the greatest minds in France, Voltaire, shocked society with her unorthodox lifestyle and intellectual prowess-and became a leader in the study of theoretical physics in France at a time when the sciences were ruled by men. * Long before Rosa Parks refused to give up her seat on the bus, Ida B. Wells-Barnett (1862-1928) fought to end discrimination and the terrible crime of lynching and helped found the NAACP, but became known as a difficult woman for her refusal to compromise and was largely lost in the annals of history. * Gertrude Bell (1868-1926) had a passion for archaeology and languages, and left her privileged world behind to become one of the foremost chroniclers of British imperialism in the Middle East, and one of the architects of the modern nation of Iraq.

Learn beginner Russian grammar painlessly with step-by-step lessons that focus on the essentials and help you build a learning habit.

This Open Access book is a must-have for anyone interested in real-time rendering. Ray tracing is the holy grail of gaming graphics, simulating the physical behavior of light to bring real-time, cinematic-quality rendering to even the most visually intense games. Ray tracing is also a fundamental algorithm used for architecture applications, visualization, sound simulation, deep learning, and more.

[b][i][b]Programming Languages Such As Visual Basic: How To Learn Visual Basic in Excel: Features of Visual Basic .NET

Press Here! Sensual Massage for Beginners is an introductory guide to practicing the art of sensual massage, with yourself and/or a partner-learn through beautiful illustrations, step-by-step instruction, and expert advice.

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This book is for developers who are looking for an overview of basic concepts in Natural Language Processing. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics. The first chapter shows you various details of managing data that are relevant for NLP. The next pair of chapters contain NLP concepts, followed by another pair of chapters with Python code samples to illustrate those NLP concepts. Chapter 6 explores applications, e.g., sentiment analysis, recommender systems, COVID-19 analysis, spam detection, and a short discussion regarding chatbots. The final chapter presents the Transformer architecture, BERT-based models, and the GPT family of models, all of which were developed during the past three years and considered SOTA ("state of the art"). The appendices contain introductory material (including Python code samples) on regular expressions and probability/statistical concepts. Companion files with source code and figures are included (available for downloading with Amazon proof of purchase by writing to [email protected]).

Published to coincide with the 50th anniversary of the first Moon landing by Apollo 11.

Published to coincide with the 50th anniversary of the first Moon landing by Apollo 11.