Big Data Application Architecture Q A

Harness the Power of Big Data The IBM Big Data Platform

Boost your Big Data IQ! Gain insight into how to govern and consume IBM’s unique in-motion and at-rest Big Data analytic capabilities Big Data represents a new era of computing—an inflection point of opportunity where data in any format may be explored and utilized for breakthrough insights—whether that data is in-place, in-motion, or at-rest. IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is infusing open source Big Data technologies with IBM innovation that manifest in a platform capable of "changing the game." The four defining characteristics of Big Data—volume, variety, velocity, and veracity—are discussed. You’ll understand how IBM is fully committed to Hadoop and integrating it into the enterprise. Hear about how organizations are taking inventories of their existing Big Data assets, with search capabilities that help organizations discover what they could already know, and extend their reach into new data territories for unprecedented model accuracy and discovery. In this book you will also learn not just about the technologies that make up the IBM Big Data platform, but when to leverage its purpose-built engines for analytics on data in-motion and data at-rest. And you’ll gain an understanding of how and when to govern Big Data, and how IBM’s industry-leading InfoSphere integration and governance portfolio helps you understand, govern, and effectively utilize Big Data. Industry use cases are also included in this practical guide.

The PM Net Work

Understanding Assessment in Medical Education through Quality Assurance

Optimize your assessment processes through Quality Assurance. This is a ground-breaking guide to ensuring quality assurance in the movement toward competency-based medical education With the increasing globalization of medical education comes the need for mutual recognition of quality and standards. Understanding Assessment in Medical Education through Quality Assurance compiles and shares best practices from leading programs from around the globe. Authoritative approaches and processes that have been tested and refined show how to implement quality assurance of written, performance-and workplace-based assessments in medical education while maintaining regulatory standards. As leading experts in the medical education world on this issue, the authors provide specific suggestions and showcase how their methods can be implemented with representative case studies. Medical educators and their students will benefit from this suite of evidence-based QA processes that they can immediately put into action for monitoring and ensuring continuous quality improvement. Content highlights: The value of quality assurance (QA) and the role of QA assessors in assuring the quality of assessment International best practices in relation to quality assurance of programs of assessment, both within academic institutions and at national/international accreditation levels Quality assurance of Performance-based, workplace-based, written and programmatic assessment The role of technology in the quality assurance of assessment processes Approaches for assuring equivalence of assessment across diverse settings The ways in which medical education has changed in response to the disruption caused by the COVID-19 pandemic