Название: Mastering Shiny: Build Interactive Apps, Reports, and Dashboards Powered by R (Early Release)
Автор: Hadley Wickham
Издательство: O’Reilly Media
Год: 2020-12-09
Формат: epub/pdf(conv.)
Размер: 10 Mb
Язык: English

Master the Shiny web framework—and take your R skills to a whole new level. Shiny helps you create fully interactive web apps for data analyses by letting you move beyond static reports, tables, and graphs. Your users will be able to jump between datasets, explore different subsets, run models with parameter values of their choosing, customize visualizations, and much more.

Название: Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies, 2nd Edition
Автор: John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Издательство: The MIT Press
Год: 2020
Страниц: 853
Язык: английский
Формат: pdf (true)
Размер: 62.7 MB

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.

Название: Python Coding ( Advanced Level ) For Kids: The Total Crash Course for Beginners to Mastering Python with Practical Applications to Data Analysis & Analytics, and Data Science Projects
Автор: Tommy Harry Johnson
Издательство: Independently published
Год: 2020
Страниц: 117
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Every child should have the opportunity to learn how to code. This book is designed to help kids start programming with Python, exciting and informative lessons for intermediate to advanced levels. In this book, your kids will learn the fundamentals of the Python programming language, along with programming best practices. They will learn to represent and store data using Python data types and variables and use conditionals and loops to control the flow of your programs. They will harness the power of complex data structures like lists, sets, dictionaries, and tuples to store collections of related data. And they will define and document custom functions, write scripts, and handle errors. Lastly, they will learn to find and use modules in the Python Standard Library and other third-party libraries.

Название: Soft Skills: The Software Developer's Life Manual, 2nd Edition
Автор: John Z. Sonmez
Издательство: Simple Programmer, LLC
Год: 2020
Страниц: 547
Язык: английский
Формат: pdf, azw3, epub
Размер: 11.4 MB

For most software developers, coding is the fun part. The hard bits are dealing with clients, peers, and managers and staying productive, achieving financial security, keeping yourself in shape, and finding true love. This book is here to help. Soft Skills: The Software Developer's Life Manual is a guide to a well-rounded, satisfying life as a technology professional.

Название: Confluence of AI, Machine, and Deep Learning in Cyber Forensics
Автор: Sanjay Misra, Chamundeswari Arumugam, Suresh Jaganathan
Издательство: IGI Global
Год: 2021
Страниц: 268
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Developing a knowledge model helps to formalize the difficult task of analyzing crime incidents in addition to preserving and presenting the digital evidence for legal processing. The use of data analytics techniques to collect evidence assists forensic investigators in following the standard set of forensic procedures, techniques, and methods used for evidence collection and extraction. Varieties of data sources and information can be uniquely identified, physically isolated from the crime scene, protected, stored, and transmitted for investigation using AI techniques. With such large volumes of forensic data being processed, different deep learning techniques may be employed.

Название: User-Driven Applications for Research and Science: Building Programs for Fields with Open Scenarios and Unpredictable User Actions
Автор: Sergey Andreyev
Издательство: Apress
Год: 2020
Страниц: 548
Язык: английский
Формат: pdf (true), epub
Размер: 29.3 MB

Build programs that give users full control of their applications in order to meet end users' unique needs and scenarios. Over the last couple of decades, there has been an ongoing quandary in the developer world. Developers are enlisted to build applications to meet users’ demands; users get applications that meet the criteria from the developers’ point of view, but they are far from what the users envisioned. The difference is often wide and nearly catastrophic in fields where users’ actions are nearly impossible to predict, such as science, research work, financial analysis, and others. End users get frustrated with the applications because they were not built with their use cases in mind. For a long time, it was assumed that the developers who created the code should drive their programs and be responsible for all scenarios.

Название: Machine Learning and Deep Learning in Real-Time Applications
Автор: Mehul Mahrishi, Kamal Kant Hiran, Gaurav Meena, Paawan Sharma
Издательство: Engineering Science Reference
Год: 2020
Формат: PDF
Страниц: 364
Размер: 25 Mb
Язык: English

Artificial intelligence and its various components are rapidly engulfing almost every professional industry. Specific features of AI that have proven to be vital solutions to numerous real-world issues are machine learning and deep learning. These intelligent agents unlock higher levels of performance and efficiency, creating a wide span of industrial applications. However, there is a lack of research on the specific uses of machine/deep learning in the professional realm.

Название: Beginning Ruby 3: From Beginner to Pro
Автор: Carleton DiLeo, Peter Cooper
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 598
Размер: 10 Mb
Язык: English

Learn the principles behind object-oriented programming in Ruby and within a few chapters create a fully functional Ruby 3-based application. You'll gain a basic understanding of many ancillary technologies such as databases, XML, web frameworks, and networking - some of which will be needed for your first Ruby application. Based on the bestselling first and second editions, Beginning Ruby 3, 4th Edition is a leading guide to learn Ruby from the ground up.

Название: Practical Python Data Wrangling and Data Quality: Getting Started with Reading, Cleaning, and Analyzing Data (Early Release)
Автор: Susan McGregor
Издательство: O’Reilly Media, Inc.
Год: 2020
Язык: английский
Формат: epub
Размер: 10.1 MB

There are awesome discoveries to be made and valuable stories to be told in datasets--and this book will help you uncover them. Whether you already work with data or just want to understand its possibilities, the techniques and advice in this practical book will help you learn how to better clean, evaluate, and analyze data to generate meaningful insights and compelling visualizations. Through foundational concepts and worked examples, author Susan McGregor provides the concepts and tools you need to evaluate and analyze all kinds of data and communicate your findings effectively. This book provides a methodical, jargon-free way for practitioners of all levels to harness the power of data.

Название: Modern PyQt: Create GUI Applications for Project Management, Computer Vision, and Data Analysis
Автор: Joshua Willman
Издательство: Apress
Год: 2021
Страниц: 322
Язык: английский
Формат: pdf (true), epub
Размер: 10.7 MB

Dive into GUI application development and create useful applications for practical and relevant topics in the fields of business, computer science, and research. This book uses a realistic approach to help get you started designing and building the applications you need while learning new tools along the way. PyQt has a vast collection of tools that you can use to create GUIs, many of which seem to go unexplored. In Modern PyQt, you will go beyond some of the fundamental topics of GUI development in order to begin building useful desktop applications. Through extensive examples and hands-on projects, you will explore how to make applications for data analysis and visualization using graphs, computer vision with OpenCV and PyQt, the basics of networking, handling databases with SQL, and more!