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Building Data Science Teams
As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success. Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data scientists. Patil's first-hand experience building the LinkedIn data science team.
Data Driven
Succeeding with data isn’t just a matter of putting Hadoop in your machine room, or hiring some physicists with crazy math skills. It requires you to develop a data culture that involves people throughout the organization. In this O’Reilly report, DJ Patil and Hilary Mason outline the steps you need to take if your company is to be truly data-driven—including the questions you should ask and the methods you should adopt. You’ll not only learn examples of how Google, LinkedIn, and Facebook use their data, but also how Walmart, UPS, and other organizations took advantage of this resource long before the advent of Big Data. No matter how you approach it, building a data culture is the k...
Ethics and Data Science
As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day. To help you consider all of possible ramifications of your work on data projects, this report includes: A sample checklist that you can adapt for your own procedures Five framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequences Suggestions for building ethics into your data-driven culture Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.
Data Jujitsu
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Hospital And Clinical Pharmacy
Hospitals - Hospital Pharmacy - Drug Distribution System in Hospitals - Procurement of Stores and Inventory Control - Hospital Manufacturing - Surgical Instruments, Medical Equipments and Health Accessories - Pharmacy and Therapeutic Committee and Hospital Formulary - Drug Information Services and Drug Information Bulletin - Surgical Dressings and Supplies - Computers - Introduction to Clinical Pharmacy - Modern Dispensing Aspects - Medical Terminology - Diseases, Manifestations and Symptoms - Physiological Parameters - Drug Interactions - Adverse Drug Reactions - Drugs in Clinical Toxicity - Drug Dependence - Bio-Availability of Drugs
Managing Data as a Product
Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Key Features Leverage data-as-product to unlock the modular platform potential and fix flaws in traditional monolithic architectures Learn how to identify, implement, and operate data products throughout their life cycle Design and execute a forward-thinking strategy to turn your data products into organizational assets Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionTraditional monolithic data platforms struggle with scalability and burden c...
Progress in Mycology
Indian mycologists have extensively studied various groups of fungi such as soil fungi, aquatic fungi, marine fungi, endophytic fungi, fungi associated with man and animals. Though several books on various aspects of fungi are published, this is the first account of the history and developments in mycology in India. It discusses at length various stages of development of mycology including both classical and biotechnological aspects. It begins with a historical account of Indian mycology, followed by a description of research on fossil fungi. Further chapters cover the latest updates on different taxonomic groups of fungi. A dedicated section describes the roles and applications of fungal endophytes. The book also includes research in other important areas such as mushrooms and wood rotting fungi. Different chapters are written by leading mycologists. This book is useful to students, teachers and researchers in botany, microbiology, biotechnology and life sciences, agriculture and industries using fungi to produce various valuable products.
Data Jujitsu: The Art of Turning Data into Product
Acclaimed data scientist DJ Patil details a new approach to solving problems in Data Jujitsu. Learn how to use a problem's "weight" against itself to: Break down seemingly complex data problems into simplified parts Use alternative data analysis techniques to examine them Use human input, such as Mechanical Turk, and design tricks that enlist the help of your users to take short cuts around tough problems Learn more about the problems before starting on the solutions—and use the findings to solve them, or determine whether the problems are worth solving at all.
Social Media Marketing
How to implement social technology in business, spur collaborative innovation and drive winning programs to improve products, services, and long-term profits and growth. The road to social media marketing is now well paved: A July 2009 Anderson Analytics study found 60% of the Internet population uses social networks and social media sites such as Facebook, MySpace, and Twitter. Collaboration and innovation, driven by social technology, are “what’s next.” Written by the author of the bestselling Social Media Marketing: An Hour a Day in collaboration with Jake McKee, Social Media Marketing: The Next Generation of Business Engagement takes marketers, product managers, small business owners, senior executives and organizational leaders on to the next step in social technology and its application in business. In particular, this book explains how to successfully implement a variety tools, how to ensure higher levels of customer engagement, and how to build on the lessons learned and information gleaned from first-generation social media marketing efforts and to carry this across your organization.
Practical Data Science for Information Professionals
Practical Data Science for Information Professionals provides an accessible introduction to a potentially complex field, providing readers with an overview of data science and a framework for its application. It provides detailed examples and analysis on real data sets to explore the basics of the subject in three principle areas: clustering and social network analysis; predictions and forecasts; and text analysis and mining. As well as highlighting a wealth of user-friendly data science tools, the book also includes some example code in two of the most popular programming languages (R and Python) to demonstrate the ease with which the information professional can move beyond the graphical u...
