Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download The Data Science Design Manual PDF full book. Access full book title The Data Science Design Manual by Steven S. Skiena. Download full books in PDF and EPUB format.
Author: Steven S. Skiena Publisher: Springer ISBN: 3319554441 Category : Computers Languages : en Pages : 456
Book Description
This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
Author: Steven S. Skiena Publisher: Springer ISBN: 3319554441 Category : Computers Languages : en Pages : 456
Book Description
This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
Author: Alex Reinhart Publisher: No Starch Press ISBN: 1593276206 Category : Mathematics Languages : en Pages : 177
Book Description
Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.
Author: United States. Department of Defense Publisher: United States Department of Defense ISBN: Category : History Languages : en Pages : 584
Book Description
This two-in one resource includes the Tactical Commanders and Staff Toolkit plus the Liaison Officer Toolkit. Defense Support of Civil Authorities (DSCA)) enables tactical level Commanders and their Staffs to properly plan and execute assigned DSCA missions for all hazard operations, excluding Chemical, Biological, Radiological, Nuclear, high yield Explosives (CBRNE) or acts of terrorism. Applies to all United States military forces, including Department of Defense (DOD) components (Active and Reserve forces and National Guard when in Federal Status). This hand-on resource also may be useful information for local and state first responders. Chapter 1 contains background information relative to Defense Support of Civil Authorities (DSCA) including legal, doctinal, and policy issues. Chapter 2 provides an overview of the incident management processes including National Response Framework (NRF), National Incident Management Systems (NIMS), and Incident Command System (ICS) as well as Department of Homeland Security (DHS). Chapter 3 discuses the civilian and military responses to natural disaster. Chapter 4 provides a brief overview of Joint Operation Planning Process and mission analyis. Chapter 5 covers Defense Support of Civilian Authorities (DSCA) planning factors for response to all hazard events. Chapter 6 is review of safety and operational composite risk management processes Chapters 7-11 contain Concepts of Operation (CONOPS) and details five natrual hazards/disasters and the pertinent planning factors for each within the scope of DSCA.
Author: Heidi L. Hudson Publisher: American Psychological Association (APA) ISBN: 9781433830259 Category : Business & Economics Languages : en Pages : 0
Book Description
This book describes the theory and research evidence underlying Total Worker Health (R), an initiative of the National Institute for Occupational Safety and Health (NIOSH) that aims to create a culture of healthy workplaces nationwide.
Author: United States. Public Health Service. Division of Environmental Engineering and Food Protection Publisher: ISBN: Category : Beverages Languages : en Pages : 32
Book Description
Recommendations developed by the Public Health Service in cooperation with state and communities, interested federal agencies and the vending machine industry, 1965.
Author: Charles Tilly Publisher: Routledge ISBN: 1317251938 Category : Education Languages : en Pages : 210
Book Description
The updated and expanded third edition of Tilly's widely acclaimed book brings this analytical history of social movements fully up to date. Tilly and Wood cover such recent topics as the economic crisis and related protest actions around the globe while maintaining their attention to perennially important issues such as immigrants' rights, new media technologies, and the role of bloggers and Facebook in social movement activities. With new coverage of colonialism and its impact on movement formation as well as coverage and analysis of the 2011 Arab Spring, this new edition of Social Movements adds more historical depth while capturing a new cycle of contention today. New to the Third Edition Expanded discussion of the Facebook revolution-and the significance of new technologies for social movements Analysis of current struggles-including the Arab Spring and pro-democracy movements in Egypt and Tunisia, Arizona's pro- and anti-immigration movements, the Tea Party, and the movement inspired by Occupy Wall Street Expanded discussion of the way the emergence of capitalism affected the emergence of the social movement.
Author: Cormac McCarthy Publisher: Vintage ISBN: 0307390535 Category : Fiction Languages : en Pages : 320
Book Description
From the bestselling author of The Passenger and the Pulitzer Prize–winning novel The Road comes a "profoundly disturbing and gorgeously rendered" novel (The Washington Post) that returns to the Texas-Mexico border, setting of the famed Border Trilogy. The time is our own, when rustlers have given way to drug-runners and small towns have become free-fire zones. One day, a good old boy named Llewellyn Moss finds a pickup truck surrounded by a bodyguard of dead men. A load of heroin and two million dollars in cash are still in the back. When Moss takes the money, he sets off a chain reaction of catastrophic violence that not even the law—in the person of aging, disillusioned Sheriff Bell—can contain. As Moss tries to evade his pursuers—in particular a mysterious mastermind who flips coins for human lives—McCarthy simultaneously strips down the American crime novel and broadens its concerns to encompass themes as ancient as the Bible and as bloodily contemporary as this morning’s headlines. No Country for Old Men is a triumph. Look for Cormac McCarthy's latest bestselling novels, The Passenger and Stella Maris.
Author: Steven S. Skiena
Author: Steven S. Skiena
Author: United States. Office of Education
Author: Alex Reinhart
Author: United States. Department of Defense
Author: Heidi L. Hudson
Author: 
Author: United States. Public Health Service. Division of Environmental Engineering and Food Protection
Author: Kenneth P. Werrell
Author: Charles Tilly
Author: Cormac McCarthy