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Название: Statistics for Data Science and Analytics
Автор: Peter C. Bruce, Peter Gedeck, Janet Dobbins
Издательство: Wiley
Год: 2025
Страниц: 381
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 29.8 MB

Introductory statistics textbook with a focus on Data Science topics such as prediction, correlation, and data exploration. Statistics for Data Science and Analytics is a comprehensive guide to statistical analysis using Python, presenting important topics useful for data science such as prediction, correlation, and data exploration. The authors provide an introduction to statistical science and big data, as well as an overview of Python data structures and operations. A range of statistical techniques are presented with their implementation in Python, including hypothesis testing, probability, exploratory data analysis, categorical variables, surveys and sampling, A/B testing, and correlation. The text introduces binary classification, a foundational element of Machine Learning, validation of statistical models by applying them to holdout data, and probability and inference via the easy-to-understand method of resampling and the bootstrap instead of using a myriad of “kitchen sink” formulas. Regression is taught both as a tool for explanation and for prediction. Python is a general programming language that can be used in many different areas. It is especially popular in the Machine Learning and Data Science communities. A wide range of libraries provide efficient solutions for almost every need, from simple one-off scripts, to web servers, and highly complex scientific applications. As we will see throughout this book, it also has great support for statistics.

Название: Handbook of Artificial Intelligence and Data Sciences for Routing Problems
Автор: Carlos A.S. Oliveira, Miltiades P. Pardalos
Издательство: Springer
Год: 2025
Страниц: 273
Язык: английский
Формат: True PDF, True EPUB
Размер: 27.9 MB

This handbook delves into the rapidly evolving field of Artificial Intelligence (AI) and optimization, focusing on the intersection of Machine Learning, combinatorial optimization, and real-world applications in transportation and network design. Covering an array of topics from classical optimization problems such as the Traveling Salesman Problem and the Knapsack Problem, to modern techniques including advanced heuristic methods, Generative Adversarial Networks, and Variational Autoencoders, this book provides a roadmap for solving complex problems. The included case studies showcase practical implementations of algorithms in predicting route sequences, traffic management, and eco-friendly transportation. This comprehensive guide is essential for researchers, practitioners, and students interested in AI and optimization.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: December 2022
Номер: Vol.2
Страниц: 64
Формат: True PDF
Размер: 25,6 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: November 2022
Номер: Vol.2
Страниц: 60
Формат: True PDF
Размер: 32,1 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: October 2022
Номер: Vol.2
Страниц: 58
Формат: True PDF
Размер: 27,9 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: March 2022
Номер: Vol.1
Страниц: 62
Формат: True PDF
Размер: 39 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: December 2021
Номер: Vol.1
Страниц: 62
Формат: True PDF
Размер: 29,7 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: October 2021
Номер: Vol.1
Страниц: 52
Формат: True PDF
Размер: 23 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.

Название: Boudoir Inspiration
Издательство: Boudoir Inspiration
Год / месяц: August 2021
Номер: Vol.1
Страниц: 62
Формат: True PDF
Размер: 46,6 MB
Язык: английский

The boudoir photography trend has become the rave of the moment; more women are using this form of art to express their sexuality without fear of being judged. Women are sexy, sensual and can be vixens if they choose to; this can be achieved via boudoir photography. Boudoir Inspiration is about all aspects of boudoir photography, giving inspiration, advice and favorite trends in the boudoir industry to those interested in venturing into the world of boudoir; photographers and muses alike.