Название: Проверка гипотез и анализ данных на Python
Автор: Алексей Малышкин
Издательство: Интернет-издание
Год: 2023
Формат: PDF
Страниц: 62
Размер: 3.6 Mb
Язык: Русский

Всё, что вы хотели узнать о статистических тестах, их математической подоплёке и реализацией на Python в одном курсе!

Название: Hands-On Entity Resolution: A Practical Guide to Data Matching With Python
Автор: Michael Shearer
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 200
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs. Author Michael Shearer shows you how to scale up your data matching processes and improve the accuracy of your reconciliations. You'll be able to remove duplicate entries within a single source and join disparate data sources together when common keys aren't available. Using real-world data examples, this book helps you gain practical understanding to accelerate the delivery of real business value. With entity resolution, you'll build rich and comprehensive data assets that reveal relationships for marketing and risk management purposes, key to harnessing the full potential of ML and AI.

Название: Software Supply Chain Security: Securing the End-to-end Supply Chain for Software, Firmware, and Hardware
Автор: Cassie Crossley
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 200
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Trillions of lines of code help us in our lives, companies, and organizations. But just a single software cybersecurity vulnerability can stop entire companies from doing business and cause billions of dollars in revenue loss and business recovery. Securing the creation and deployment of software, also known as software supply chain security, goes well beyond the software development process. This practical book gives you a comprehensive look at security risks and identifies the practical controls you need to incorporate into your end-to-end software supply chain. Author Cassie Crossley demonstrates how and why everyone involved in the supply chain needs to participate if your organization is to improve the security posture of its software, firmware, and hardware.

Название: From Zero to Java Hero: Master the Art of Java Programming
Автор: Jarrel E.
Издательство: Indy Pub
Год: 2023
Страниц: 652
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

From Zero to Java Hero: Master the Art of Java Programming is a comprehensive guide designed to empower aspiring programmers with the knowledge and skills needed to excel in the world of Java development. This powerful book offers a transformative journey from a complete novice to a proficient Java developer. Are you ready to embark on a journey that will elevate your programming skills to new heights? From Zero to Java Hero is the ultimate guide for individuals with little to no coding experience who want to unlock the full potential of Java programming. Whether you're a student, a career changer, or someone with a passion for technology, this book will equip you with the tools to become a Java hero. This book isn't just about learning Java; it's about gaining the confidence and expertise to build practical, real-world applications. By the end of this journey, you'll have the skills and knowledge necessary to tackle complex coding challenges and embark on a fulfilling career in Java development. Are you ready to transform from a novice into a Java hero? From Zero to Java Hero is your roadmap to success in the world of programming. Start your journey today and become a master of Java development.

Название: 120 Advanced Python Interview Questions: 100+ Questions to level Up as a Python guru before your Next Interview
Автор: Hernando Abella
Издательство: Aluna Publishing House
Год: October 23, 2023
Страниц: 132
Язык: английский
Формат: epub
Размер: 56.4 MB

This book offers a structured approach to Mastering Python Interview Questions, organized into five tiers, ranging from fundamental concepts to advanced challenges. By working through these questions, you'll gain the confidence and knowledge needed to excel in technical interviews. Key Features: - Easy To Learn and Readable Language; - Open Source And Free; - High-Level Language; - With Updated Questions; - Intuitive Understanding of Difficult Concepts. Whether you're a developer looking to enhance your skills or a job seeker preparing for technical interviews, this book is your ultimate resource for honing your Python proficiency. Uncover the intricacies of this versatile language and harness its power to create innovative web applications.

Название: Optimized Predictive Models in Health Care Using Machine Learning
Автор: Sandeep Kumar, Anuj Sharma, Navneet Kaur, Lokesh Pawar
Издательство: Wiley-Scrivener
Год: 2024
Страниц: 385
Язык: английский
Формат: pdf (true)
Размер: 34.4 MB

This book is a comprehensive guide to developing and implementing optimized predictive models in healthcare using Machine Learning and is a required resource for researchers, healthcare professionals, and students who wish to know more about real-time applications. The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of Machine Learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease progression, and optimizing treatment plans. By leveraging data from various sources, predictive models can help healthcare providers make informed decisions, resulting in better patient outcomes and reduced costs. Deep Learning (DL) algorithms are crucial for enterprises to make business choices based on predictions. DL performs automatic data-oriented feature extraction and learns representations from raw data, unlike conventional ML algorithms. DL models use several neural network-based processing layers to understand illustrations of data with different levels of abstraction.

Название: Coding Tricks and Tips - 17th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 39.9 MB

Coding Tricks and Tips - идеальное цифровое издание для пользователей, который хочет поднять свои навыки на новый уровень. Хотите ли вы улучшить свой пользовательский опыт? Или хотите получить новые знания? Вы хотите учиться непосредственно у экспертов в своей области? Узнать многочисленные короткие пути, которые используют профессионалы? На страницах нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным в себе, более квалифицированным и опытным владельцем. Пользователем, который будет получать максимальную отдачу от использования и, в конечном счете, от своих и, в конечном счете, от своих навыков кодирования. Достижение, которое вы можете получить, просто позволив нам исключительно помогать и обучать вас тем навыкам, которые мы приобрели за десятилетиями нашего опыта.

Название: Academic English for Computer Science
Автор: Noni Rizopoulou
Издательство: Disigma Publications
Год: 2022
Страниц: 304
Язык: английский
Формат: epub
Размер: 14.4 MB

Academic English for Computer Science aims to provide a tool for the effective study of computational science and technology. It addresses international students who use English as a second language. It can be used as a foundation course in undergraduate programs of Computer Science (CS), Computer Engineering, and Information Technology (IT). The material of this course draws content from core areas of Computer Science, aspiring to create an initial induction in the field. Furthermore, the academic skills incorporated in each content unit will enhance the students' ability to: - Read and interpret a wide variety of texts and genres relevant to computing. - Acquire a solid base of domain-specific terminology. - Practice various note-taking methods, to improve their overall academic experience and personal growth process. - Write argumentation essays to illustrate similar and opposing views. - Cite known researchers and acknowledge contributions from peers in the field. - Communicate with other practitioners in a way that shows respect for diverse perspectives. - Deliver their own message in a genuine and powerful way.

Название: Transformative AI: Responsible, Transparent, and Trustworthy AI systems
Автор: Ahmed Banafa
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2024
Страниц: 172
Язык: английский
Формат: pdf (true)
Размер: 15.1 MB

Transformative Artificial Intelligence provides a comprehensive overview of the latest trends, challenges, applications, and opportunities in the field of Artificial Intelligence (AI). The book covers the state of the art in AI research, including Machine Learning, Natural Language Processing (NLP), Computer Vision, and robotics, and explores how these technologies are transforming various industries and domains, such as healthcare, finance, education, and entertainment. The book also addresses the challenges that come with the widespread adoption of AI, including ethical concerns, bias, and the impact on jobs and society. It provides insights into how to mitigate these challenges and how to design AI systems that are responsible, transparent, and trustworthy. The book offers a forward-looking perspective on the future of AI, exploring the emerging trends and applications that are likely to shape the next decade of AI innovation. It also provides practical guidance for businesses and individuals on how to leverage the power of AI to create new products, services, and opportunities. Machine Learning is a subset of Artificial Intelligence (AI) that involves the use of algorithms and statistical models to enable machines to learn from data and improve their performance on specific tasks. It is a rapidly growing field with numerous applications across various industries, including healthcare, finance, transportation, and more. In this essay, we will explore what Machine Learning is, how it works, and its current and potential future applications.

Название: 50 jаvascript Concepts Every Developer Should Know: The Perfect Guide Every jаvascript Developer Needs to Get Started
Автор: Hernando Abella
Издательство: Aluna Publishing House
Серия: 50 Concepts Every Developer Should Know
Год: November 14, 2023
Страниц: 106
Язык: английский
Формат: epub
Размер: 38.8 MB

This Book is wonderful because it has not only fundamental concepts but also intermediate and advanced ones. You will learn topics such as: - Design patterns; - Clean code; - Error handling; - Ternary operator; - Destructuring. And many more concepts that will help you feel more confident with the jаvascript programming language. By knowing these concepts, you will begin to handle the jаvascript Syntax more efficiently and will help you with most of the code quickly.