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Author: DJ Patil
Publisher:
ISBN:
Category :
Languages : en
Pages : 24
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Book Description
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.
Author: DJ Patil
Publisher:
ISBN:
Category :
Languages : en
Pages : 24
Get Book Here
Book Description
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.
Author: Dj Patil
Publisher:
ISBN: 9781500839185
Category : Computers
Languages : en
Pages : 156
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Book Description
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 problemsLearn 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.
Author: D. J. Patil
Publisher: "O'Reilly Media, Inc."
ISBN: 1449341152
Category : Data mining
Languages : en
Pages : 26
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Book Description
Author: DJ Patil
Publisher: "O'Reilly Media, Inc."
ISBN: 1449341128
Category : Computers
Languages : en
Pages : 16
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Book Description
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.
Author: DJ Patil
Publisher: "O'Reilly Media, Inc."
ISBN: 1449316778
Category : Computers
Languages : en
Pages : 14
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Book Description
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.
Author: Jeremy Howard
Publisher: "O'Reilly Media, Inc."
ISBN: 1449333680
Category : Computers
Languages : en
Pages : 25
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Book Description
In the past few years, we’ve seen many data products based on predictive modeling. These products range from weather forecasting to recommendation engines like Amazon's. Prediction technology can be interesting and mathematically elegant, but we need to take the next step: going from recommendations to products that can produce optimal strategies for meeting concrete business objectives. We already know how to build these products: they've been in use for the past decade or so, but they're not as common as they should be. This report shows how to take the next step: to go from simple predictions and recommendations to a new generation of data products with the potential to revolutionize entire industries.
Author: DJ Patil
Publisher: "O'Reilly Media, Inc."
ISBN: 1491925477
Category : Computers
Languages : en
Pages : 29
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Book Description
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 key to success in the 21st century. You’ll explore: Data scientist skills—and why every company needs a Spock How the benefits of giving company-wide access to data outweigh the costs Why data-driven organizations use the scientific method to explore and solve data problems Key questions to help you develop a research-specific process for tackling important issues What to consider when assembling your data team Developing processes to keep your data team (and company) engaged Choosing technologies that are powerful, support teamwork, and easy to use and learn
Author: John Winn
Publisher: CRC Press
ISBN: 1498756824
Category : Business & Economics
Languages : en
Pages : 469
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Book Description
Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learning is connecting the abstract mathematics of a machine learning technique to a concrete, real world problem. This book tackles this challenge through model-based machine learning which focuses on understanding the assumptions encoded in a machine learning system and their corresponding impact on the behaviour of the system. The key ideas of model-based machine learning are introduced through a series of case studies involving real-world applications. Case studies play a central role because it is only in the context of applications that it makes sense to discuss modelling assumptions. Each chapter introduces one case study and works through step-by-step to solve it using a model-based approach. The aim is not just to explain machine learning methods, but also showcase how to create, debug, and evolve them to solve a problem. Features: Explores the assumptions being made by machine learning systems and the effect these assumptions have when the system is applied to concrete problems. Explains machine learning concepts as they arise in real-world case studies. Shows how to diagnose, understand and address problems with machine learning systems. Full source code available, allowing models and results to be reproduced and explored. Includes optional deep-dive sections with more mathematical details on inference algorithms for the interested reader.
Author: Richard A. Bartle
Publisher: New Riders
ISBN: 9780131018167
Category : Computers
Languages : en
Pages : 768
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Book Description
This text provides a comprehensive treatment of virtual world design from one of its pioneers. It covers everything from MUDs to MOOs to MMORPGs, from text-based to graphical VWs.
Author: Carol Fuller
Publisher: Routledge
ISBN: 1315448068
Category : Psychology
Languages : en
Pages : 128
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Book Description
Martial Arts and Well-Being explores how martial arts as a source of learning can contribute in important ways to health and well-being, as well as provide other broader social benefits. Using psychological and sociological theory related to behaviour, ritual, perception and reality construction, the book seeks to illustrate, with empirical data, how individuals make sense of and perceive the value of martial arts in their lives. This book draws on data from over 500 people, across all age ranges, and powerfully demonstrates that participating in martial arts can have a profound influence on the construction of behaviour patterns that are directly linked to lifestyle and health. Making individual connections regarding the benefits of practice, improvements to health and well-being – regardless of whether these improvements are ‘true’ in a medical sense – this book offers an important and original window into the importance of beliefs to health and well-being as well as the value of thinking about education as a process of life-long learning. This book will be of great interest to a range of audiences, including researchers, academics and postgraduate students interested in sports and exercise psychology, martial art studies and health and well-being. It should also be of interest to sociologists, social workers and martial arts practitioners. The Open Access version of this book, available at http://www.taylorfrancis.com/doi/view/10.4324/9781315448084, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.
