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Explore the most serious prevalent ethical issues in data science with this insightful new resource
The increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of 'Black box' algorithms that are difficult or impossible to understand and explain, even for their developers, is a primary source of these unanticipated harms, making modern techniques and methods for manipulating large data sets seem sinister, even dangerous. When put in the hands of authoritarian governments, these algorithms have enabled suppression of political dissent and persecution of minorities. To prevent these harms, data scientists everywhere must come to understand how the algorithms that they build and deploy may harm certain groups or be unfair.
Responsible Data Science delivers a
Explore the most serious prevalent ethical issues in data science with this insightful new resource The increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of 'Black box' algorithms that are difficult
The fascinating field of forensic science can be challenging to understand. Written for non-scientists, or those with limited scientific knowledge, this book covers the three main areas of an investigation where forensic science is practised: at the scene of the crime, in the forensic laboratory
As a young speechwriter in the Reagan White House, Peter Robinson was responsible for the celebrated 'Mr. Gorbachev, tear down this wall' speech. He was also one of a core group of writers who became informal experts on Reagan -- watching his every move, absorbing not just his political positions,
All the answers to your data science questions Over half of all businesses are using data science to generate insights and value from big data. How are they doing it? Data Science Strategy For Dummies answers all your questions about how to build a data science capability from scratch, starting
Build a Career in Data Science is the top guide to help readers get their first data science job, then quickly becoming a senior employee. Industry experts Jacqueline Nolis and Emily Robinson lay out the soft skills readers need alongside their technical know-how in order to succeed in the field
Your logical, linear guide to the fundamentals of data science programming Data science is exploding--in a good way--with a forecast of 1.7 megabytes of new information created every second for each human being on the planet by 2020 and 11.5 million job openings by 2026. It clearly pays dividends
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.The goal of data science is to improve decision making through the analysis of data. Today data science determines
Summary Practical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You'll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully
An Introduction to Data Science by Jeffrey S. Saltz and Jeffrey M. Stanton is an easy-to-read, gentle introduction for people with a wide range of backgrounds into the world of data science. Needing no prior coding experience or a deep understanding of statistics, this book uses the R programming
This guide shows how to combine data science with social science to gain unprecedented insight into customer behavior, so you can change it. Joanne Rodrigues-Craig bridges the gap between predictive data science and statistical techniques that reveal why important things happen -- why customers buy
A first science series that introduces young readers to basic science principles in a friendly and accessible way. Early scientific skills are taught through a combination of experiments, activities and key questions, designed to get young scientists thinking All About Plants looks at the parts of
A first science series that introduces young readers to basic science principles in a friendly and accessible way. Early scientific skills are taught through a combination of experiments, activities and key questions, designed to get young scientists thinking Everyday Materials introduces readers
Using data science in order to solve a problem requires a scientific mindset more than coding skills. Data Science for Supply Chain Forecasting, Second Edition contends that a true scientific method which includes experimentation, observation, and constant questioning must be applied to supply
Organizations are most effective when the teams responsible for their success work together collectively and in a dynamic relationship with the rest of the company. For those involved in developing leadership teams, understanding coaching practices and techniques is essential for enabling the best
Malware Data Science explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization. Security has become a 'big data' problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an
A comprehensive update to a successful series, specifically designed to support the new science curriculum at upper
If you have a business or a nonprofit organization, or if you're the one responsible for information systems at such an operation, you know that disaster recovery planning is pretty vital. But it's easy to put it off. After all, where do you start? IT Disaster Recovery Planning For Dummies shows
Data Science for Business with R, written by Jeffrey S. Saltz and Jeffrey M. Stanton, focuses on the concepts foundational for students starting a business analytics or data science degree program. To keep the book practical and applied, the authors feature a running case using a global airline
Joe Pickett's foster daughter is discovered in a ditch, barely alive. Joe knows who's responsible but there's no proof and his investigation will bring him face-to-face with some truly terrifying
Již více než čtyři desetiletí jsou písně Bruce Springsteena odrazem srdce a duše Ameriky. Během své kariéry získal na dvacet cen Grammy, dva Zlaté Globy a jednoho Oscara, k tomu prodal více než 120 milionů alb. Jeho hlas má také nemalý vliv na americkou kulturu a politiku. Sám