Inhalt: SPSS Statistics is a statistics and data analysis program for businesses, governments, research institutes, and academic organizations. In this course, Barton Poulson takes a practical, visual, and non-mathematical approach to SPSS Statistics, explaining how to use the popular program to analyze data in ways that are difficult or impossible in spreadsheets, but which don''t require you to master programming languages like Python or R. From importing spreadsheets, to making data visualizations, to calculating descriptive statistics, Barton covers all the basics, with an emphasis on clarity, interpretation, communicability, and application. This course is ideal for first-time researchers and those who want to make the most of data in their professional and academic work. Umfang: 05:49:50.00
Inhalt: Nowhere is data science more relevant than finance. Tracking the movement of money around the globe is one of the primary tasks for today's analysts. In this course, find out how algorithms, automation, big data applications, and machine learning are changing the nature of economics, banking, and finance. Data scientist and professor Barton Poulson provides a nontechnical overview of both the successful and problematic applications of data science to these fields. Learn how data science affects the way stocks are bought and sold, how loan applications are processed, and even how fraud is detected now that financial information is exchanged online at such a massive scale. Discover how social media influences economic trends, and why data scientists need to be especially careful to keep ethics in mind and false assumptions in check when dealing with financial data. Umfang: 01:20:36.00
Inhalt: Educational records and standardized tests offer a treasure trove of data about who our students are and what they actually need from the education system. Data science can help educators glean valuable insights from this deluge of information. In this brief course, data scientist and professor Barton Poulson provides a nontechnical overview of how data science changes the way that education is planned, carried out, and evaluated, as compared to traditional methods of research. Designed for aspiring and working teachers, parents, administrators, and anyone affected by the changing pace of our times, this course helps to illuminate how data science principles and procedures can help us better understand and educate our citizens. Learn how data science enables educators to create more meaningful curricula, evaluate the effectiveness of their progress, and more. Umfang: 01:30:12.00
Inhalt: Are you interested in enhancing your understanding of how government and politics actually function? If so, this brief course can help by exploring the profound ways in which data science affects how our government and political process works. Data scientist and professor Barton Poulson provides a nontechnical overview of how data science functions in the public sector. He discusses how predictive analytics can be used to help you understand political representation; explores how data science affects matters of national security, privacy, and social justice; and more. Umfang: 01:02:15.00
Inhalt: Data analytics plays an increasingly pivotal role in how we go about managing our healthcare systems and our own personal health. Designed for anyone with a stake in our healthcare system, this nontechnical course explores a variety of ways to apply data science to medicine and public health. Data scientist and professor Barton Poulson discusses the ways that dramatically increased quantities of data-from genetic testing, genealogy, blood testing, brain scans, and other sources-are changing the theory and practice of healthcare. As he looks over key data sources, he also explores the different methods for analyzing this wealth of data, including machine learning and predictive modeling. Discover how data science can help predict outbreaks, find cures, help with healthcare costs, and more. Umfang: 01:10:31.00
Inhalt: Music, theater, dance, and film may not seem like data-driven businesses, but they can benefit from data science just as much as ecommerce or finance. Join data science professor, researcher, and consultant Barton Poulson as he explores the fascinating ways in which the media and entertainment industries around us are affected-and have been substantially changed-by ubiquitous data and the science of data and analytics. This course is a nontechnical overview that helps creative organizations use the principles of data science in practical ways. It''s required viewing for those working in media, but is also appealing to anyone interested in how technology affects the world around us. Learn how to use data science to assess your target audience, optimize pricing and scheduling for events and digital products, identify piracy, protect your intellectual property, reward employees, and maximize your ROI. Incorporating some simple analytics can lead to broader audiences and richer experiences for your next creative endeavor. Umfang: 00:56:33.00
Inhalt: Learn how to use data science to do good. Data science can be a huge help to nonprofits that are struggling to identify donors, understand their communities, evaluate their impact, and be more productive. In this course, instructor, data scientist, and entrepreneur Barton Poulson discusses how some of the common concerns of nonprofit service organizations can be addressed using new sources of data-including social media and web analytics-and how methods like predictive analytics, machine learning, and data visualization can make organizations more productive and efficient. He also covers career opportunities for data scientists who want to put their civic-minded ambitions to the best use. Umfang: 01:08:09.00
Inhalt: How does technology constantly gather data from the world of commerce around us? What can you derive from the data found in retail sales and consumer spending? This course explores the crucial ways in which businesses are affected by technology and how companies are harnessing ubiquitous data to improve business. Join Barton Poulson as he takes you through how data is being used to understand customers, recommend products to customers, gain new customers, drive customer loyalty, and more. Umfang: 01:10:16.00
Inhalt: A passion for sports can turn an ordinarily math-averse individual into an amateur statistician, ready to back up their pick for best clutch hitter with hard data. If your fascination with sports has piqued an interest in data and statistics, getting a general understanding of data science can help you gain striking insights into your favorite players and teams. In this brief course, data scientist and professor Barton Poulson explores the profound ways in which data science affects the world of sports and sports management, as well as the larger effect it has on audiences and associated industries. And while the topics he dives into can be complex, Barton takes a nontechnical approach in this course, ensuring that sports fans of many technical backgrounds can glean insights from his instruction. He covers how the principles of data science can help with the measurement of athletic performance, as well as ticket pricing, coaching players, and more. Umfang: 01:02:56.00
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