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Hiring Data Scientists and Machine Learning Engineers: A Practical GuideНазвание: Hiring Data Scientists and Machine Learning Engineers: A Practical Guide
Автор: Roy Keyes
Издательство: Leanpub
Год: 2021-06-30
Страниц: 195
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.3 MB

This book is designed to be a concise, opinionated, and practical guide to hiring the right data science technologists that your organization needs to achieve its goals. It will guide you through identifying the roles and skills your organization needs, how to source candidates, how to assess candidates, and how to help them succeed once hired. At each step, the book will try to give you a clear set of criteria and choices to create the most effective and efficient hiring process. Data Science is as wonderful as it is ambiguous. If you ask ten data scientists what exactly Data Science is, you are likely to get ten answers different enough to leave you wondering if Data Science really exists as “a thing”. This book is aimed at anyone who wants to build or grow a Data Science or Machine Learning team. This may be the CEO of a small startup, a new manager at a large tech company, the leader of a new data-driven project at a non-profit, or the head of “digital transformation” at a massive global industrial company. While the needs and available resources across organizations vary greatly, this book aims to provide a useful framework and game plan adaptable to many different scenarios.
Разместил: Ingvar16 23-10-2022, 03:38 | Комментарии: 0 | Подробнее
Название: Microsoft Office 365: (10 in 1) The Definitive and Detailed Guide to Learning Quickly
Автор: Edgar McCoy
Издательство: Edgar Mccoy
Год: 2022
Формат: ePUB
Страниц: 229
Размер: 10 Mb
Язык: English

Do you want to acquire all the necessary skills in Microsoft applications without needing to ask someone for help anymore and solve every possible problem on your own?
Are you looking for a job where you need to master Office 365 programs?
Or are you a college student and need extra knowledge in the field then eliminating additional stress?
Разместил: vitvikvas 22-10-2022, 12:42 | Комментарии: 0 | Подробнее
Название: A Practical Hands-on Approach to Database Forensics
Автор: Nhien-An Le-Khac, Kim-Kwang Raymond Choo
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 302
Размер: 13,1 Mb
Язык: English

Adopting an experimental learning approach, this book describes a practical forensic process to acquire and analyze databases from a given device and/or application. Databases hold important, sensitive, and/or confidential information and are a crucial source of evidence in any digital investigation. This also reinforces the importance of keeping up to date on the cyber-threat landscape as well as any associated database forensic challenges and approaches. The book also guides cyber-forensic researchers, educators, and practitioners through the process of conducting database forensics and investigations on mobile devices, Internet of Things (IoT) devices, web browsers, and end-to-end encrypted instant messaging applications. Given the fast-changing database forensics landscape, this book will be of interest to researchers, educators, and practitioners in the field, as well as students who want to learn about the database investigation.
Разместил: vitvikvas 22-10-2022, 12:28 | Комментарии: 0 | Подробнее
Certified OpenStack Administrator Study Guide: Get Everything You Need for the COA Exam, Second Edition (2022)Название: Certified OpenStack Administrator Study Guide: Get Everything You Need for the COA Exam, Second Edition
Автор: Andrey Markelov
Издательство: Apress
Год: 2022
Страниц: 238
Язык: английский
Формат: pdf (true), epub
Размер: 12.1 MB

Gain a better understanding of how to work with the modern OpenStack IaaS Cloud platform. This updated book is designed to help you pass the latest “Yoga” version of the Certified OpenStack Administrator (COA) exam from the Open Infrastructure Foundation. OpenStack is a cloud operating system that controls large pools of computer storage and networking resources throughout a datacenter. All exercises have been updated and re-written for the current version of the exam using the modern CLI tool. This book covers 100% of the exam requirements and each topic is taught using practical exercises and instructions for the command line and for the Horizon dashboard. All chapters are followed by review questions and answers.
Разместил: Ingvar16 21-10-2022, 12:48 | Комментарии: 0 | Подробнее
Mastering Salesforce Reports and Dashboards: Drive Business Decisions with Your CRM Data (Early Release)Название: Mastering Salesforce Reports and Dashboards: Drive Business Decisions with Your CRM Data (Early Release)
Автор: David Carnes
Издательство: O’Reilly Media, Inc.
Год: 2022-10-13
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Effective, repeatable, and insightful analytics are key to ROI in customer relationship management systems. But most organizations today lack the automated reporting tools they need to run their businesses and instead choose to massage the data in Excel. This practical introduction covers all the aspects and features you need to be successful with Salesforce reports and dashboards. Salesforce's standard reporting tools provide a rich set of features that, when combined, support a wide variety of analytics needs. Author David Carnes, chairman and chief evangelist for OpFocus, shows executives and report and dashboard superusers which analytics are possible, what features report writers should ask to be enabled, and which settings and permissions system administrators need to activate. Dashboards in Salesforce provide a powerful way to visualize data stored within your system. Whether you’re an entry-level sales person, a mid-level manager with a team of direct reports, or a senior executive, you can leverage dashboards to better understand your data and make decisions. It is common for system administrators or other users with the appropriate permissions to create custom dashboards showing charts, tables and metrics in support of the various roles within an organization.
Разместил: Ingvar16 20-10-2022, 18:24 | Комментарии: 0 | Подробнее
Doing Quantitative Research in Education with IBM SPSS Statistics, 3rd EditionНазвание: Doing Quantitative Research in Education with IBM SPSS Statistics, 3rd Edition
Автор: Daniel Muijs
Издательство: SAGE Publications Inc.
Год: 2022
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This essential guide for education students and researchers explains how to use quantitative methods for analysing educational data using IBM SPSS Statistics. By using datasets from real-life educational research, it demonstrates key statistical techniques that you will need to know, explaining how each procedure can by run on IBM SPSS Statistics. R, SAS and Stata are all general purpose statistical analysis software packages. Excel and other spreadsheet software packages allow quantitative data analysis (Excel has an ‘analysis tool-pak’ add-on module), although these are more limited in scope and often less user-friendly than the specialised packages. In this book, we are going to use IBM SPSS Statistics (SPSS). This is because SPSS is probably the most common statistical data analysis software package used in educational research and is available at most institutions of higher education. It is also quite user-friendly and does everything we need it to do. This does not mean that it is necessarily ‘better’ than any of the other packages. Other packages may be better in some areas, but SPSS is one of the most versatile and commonly used statistical data analysis software packages.
Разместил: Ingvar16 20-10-2022, 15:50 | Комментарии: 0 | Подробнее
SPSS for Research Methods: A Basic Guide, 2nd EditionНазвание: SPSS for Research Methods: A Basic Guide, 2nd Edition
Автор: Georjeanna Wilson-Doenges
Издательство: W.W. Norton & Company
Год: 2022
Страниц: 208
Язык: английский
Формат: epub (true)
Размер: 59.0 MB

Help students interpret data and analyze results in SPSS. This guide reveals the best ways for students to analyze data and interpret results in SPSS. Georjeanna Wilson-Doenges’s direct writing style, real sample data from her research methods class, integrated APA-style results, and detailed yet clear screenshots ensure that students feel confident using the program. Her exciting revision not only reflects the latest updates to SPSS and APA guidelines, but also includes new engaging step-by-step video tutorials. This IBM SPSS Statistics software (“SPSS”) guide, SPSS for Research Methods: A Basic Guide, Second Edition is designed to provide you the basics of data analysis and interpretation in a clear-cut and succinct way. I try to provide just enough information for you to accomplish the task at hand. This is not a research methods or statistics textbook, but rather a companion to your text that will help guide you through data analysis and interpretation using SPSS.
Разместил: Ingvar16 20-10-2022, 15:50 | Комментарии: 0 | Подробнее
Название: Data Quality Engineering in Financial Services: Applying Manufacturing Techniques to Data
Автор: Brian Buzzelli
Издательство: O’Reilly Media
Год: 2022
Формат: ePUB
Страниц: 470
Размер: 10 Mb
Язык: English

Data quality will either make you or break you in the financial services industry.
Missing prices, wrong market values, trading violations, client performance restatements, and incorrect regulatory filings can all lead to harsh penalties, lost clients, and financial disaster. This practical guide provides data analysts, data scientists, and data practitioners in financial services firms with the framework to apply manufacturing principles to financial data management, understand data dimensions, and engineer precise data quality tolerances at the datum level and integrate them into your data processing pipelines.
Разместил: vitvikvas 20-10-2022, 07:11 | Комментарии: 0 | Подробнее
Beginner's Guide to Data Visualization: How to Understand, Design, and Optimize Over 40 Different ChartsНазвание: Beginner's Guide to Data Visualization: How to Understand, Design, and Optimize Over 40 Different Charts
Автор: Elizabeth Clarke
Издательство: Kenneth M Fornari
Год: 2022
Страниц: 216
Язык: английский
Формат: epub
Размер: 10.1 MB

Are you struggling with turning data into insights? Always relying on the faithful pie chart? If you want to learn 40+ different ways to visualize data and how to design them for success, this is the book for you. Data is the new oil. Data is essential for companies to predict trends, identify opportunities and be two steps ahead of the competition by providing them with important insights before they happen. But all this data would render useless without something called data visualization, the ability to turn raw information into meaningful insights. Mastering this skill will undoubtedly lead to better and faster business decisions. Whether you're a data scientist working in tech, transforming consumer behavior into valuable information, a product manager looking to enhance user experience, or brand new to the industry wondering where to start, data visualization is key.
Разместил: Ingvar16 18-10-2022, 01:04 | Комментарии: 0 | Подробнее
Название: Data Science Handbook: A Practical Approach
Автор: Kolla Bhanu Prakash
Издательство: Wiley
Год: 2022
Формат: ePUB
Страниц: 480
Размер: 46,1 Mb
Язык: English

DATA SCIENCE HANDBOOK
This desk reference handbook gives a hands-on experience on various algorithms and popular techniques used in real-time in data science to all researchers working in various domains.
Data Science is one of the leading research-driven areas in the modern era. It is having a critical role in healthcare, engineering, education, mechatronics, and medical robotics. Building models and working with data is not value-neutral. We choose the problems with which we work, make assumptions in these models, and decide on metrics and algorithms for the problems. The data scientist identifies the problem which can be solved with data and expert tools of modeling and coding.
Разместил: vitvikvas 17-10-2022, 18:17 | Комментарии: 0 | Подробнее
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