See the First Steps: Football Analytics

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Publisher :
ISBN 13 : 9781735524009
Total Pages : 150 pages
Book Rating : 4.5/5 (24 download)

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Book Synopsis See the First Steps: Football Analytics by : Rodney Paul

Download or read book See the First Steps: Football Analytics written by Rodney Paul and published by . This book was released on 2020-08-15 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: See the First Steps: Football Analytics offers an introduction to the exciting world of charts and statistics surrounding the hot topic of analytics for the sport of football. Using NFL data from Pro Football Reference and Microsoft Excel Software, readers are introduced to a wide range of basic and advanced statistics, statistical concepts, and a variety of charts for data visualization.For teen readers, central concepts covered on the SAT, ACT, and in AP Statistics are noted in the book, along with hands-on experience computing measures of central tendency and dispersion, and plotting numerous charts illustrating league leaders, great individual performances, and relationships between NFL statistics from the 2019 season. For adults, the book provides a refresher on statistics in addition to building skills using charts in Excel. These proficiencies are great for analysis of the NFL and other sports and also provide valuable general abilities which are transferrable to work-related reports and presentations. See the First Steps: Football Analytics provides the means to share your love for the sport of football, while building valuable skills for young and old alike and offers the opportunity to work together as family and/or friends to enhance your love for the sport of football. The end goal is to provide a framework where you can do your own analytics of NFL players and teams to deepen your understanding and enjoyment of the game.

Football Analytics with Python & R

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492099597
Total Pages : 352 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Football Analytics with Python & R by : Eric A. Eager

Download or read book Football Analytics with Python & R written by Eric A. Eager and published by "O'Reilly Media, Inc.". This book was released on 2023-08-15 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football players are using data to help inform decision making. This concise book provides a clear introduction to using statistical models to analyze football data. Whether your goal is to produce a winning team, dominate your fantasy football league, qualify for an entry-level football analyst position, or simply learn R and Python using fun example cases, this book is your starting place. You'll learn how to: Apply basic statistical concepts to football datasets Describe football data with quantitative methods Create efficient workflows that offer reproducible results Use data science skills such as web scraping, manipulating data, and plotting data Implement statistical models for football data Link data summaries and model outputs to create reports or presentations using tools such as R Markdown and R Shiny And more

Take Your Eye Off the Ball 2.0

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Publisher : Triumph Books
ISBN 13 : 1633192946
Total Pages : 288 pages
Book Rating : 4.6/5 (331 download)

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Book Synopsis Take Your Eye Off the Ball 2.0 by : Pat Kirwan

Download or read book Take Your Eye Off the Ball 2.0 written by Pat Kirwan and published by Triumph Books. This book was released on 2015-09-15 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Renowned NFL analysts' tips to make football more accessible, colorful, and compelling than ever before More and more football fans are watching the NFL each week, but many of them don't know exactly what they should be watching. What does the offense's formation tell you about the play that's about to be run? When a quarterback throws a pass toward the sideline and the wide receiver cuts inside, which player is to blame? Why does a defensive end look like a Hall of Famer one week and a candidate for the practice squad the next? These questions and more are addressed in Take Your Eye Off the Ball 2.0, a book that takes readers deep inside the perpetual chess match between offense and defense. This book provides clear and simple explanations to the intricacies and nuances that affect the outcomes of every NFL game. This updated edition contains recent innovations from the 2015 NFL season.

Sports Analytics

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Publisher : Columbia University Press
ISBN 13 : 023155589X
Total Pages : 219 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Sports Analytics by : Benjamin C. Alamar

Download or read book Sports Analytics written by Benjamin C. Alamar and published by Columbia University Press. This book was released on 2024-05-28 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data and analytics have the potential to provide sports organizations with a competitive advantage both on and off the field. Yet even as the use of analytics in sports has become commonplace, teams regularly find themselves making big investments without significant payoff. This book is a practical, nontechnical guide to incorporating sports data into decision making, giving leaders the knowledge they need to maximize their organization’s investment in analytics. Benjamin C. Alamar—a leading expert who has built high-performing analytics groups—surveys the current state of the use of data in sports, including both specifics around the tools and how to deploy them most effectively. Sports Analytics offers a clear, easily digestible overview of data management, statistical models, and information systems and a detailed understanding of their vast possibilities. It walks readers through the essentials of understanding the value of different types of data and strategies for building and managing an analytics team. Throughout, Alamar illustrates the value of analytics with real-world examples and case studies from both the sports and business sides. Sports Analytics has guided a range of sports professionals to success since its original publication in 2013. This second edition adds examples and strategies that focus on using data on the business side of a sports organization, provides concrete strategies for incorporating different types of data into decision making, and updates all discussions for the rapid technological developments of the last decade.

Football Hackers

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Publisher : Kings Road Publishing
ISBN 13 : 1788702352
Total Pages : 289 pages
Book Rating : 4.7/5 (887 download)

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Book Synopsis Football Hackers by : Christoph Biermann

Download or read book Football Hackers written by Christoph Biermann and published by Kings Road Publishing. This book was released on 2019-05-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Well written and thoughtful. Takes us on a tour of some of Europe's most innovative football thinkers - Financial Times The future of football is now. Football's data revolution has only just begun. The arrival of advanced metrics and detailed analysis is already reshaping the modern game. We can now fully assess player performance, analyse the role of luck and measure what really leads to victory. There is no turning back. Now the race is on between football's wealthiest clubs and a group of outsiders, nerds and rule-breakers, who are turning the game on its head with their staggering innovations. Winning is no longer just about what happens out on the pitch, it's now a battle taking place in boardrooms and on screens across international borders with the world's brightest minds driving for an edge over their fiercest rivals. Christoph Biermann has moved in the midst of these disruptive upheavals, talking to scientists, coaches, managers, scouts and psychologists in the world's major clubs, traveling across Europe and the US and revealing the hidden - and often jaw-dropping - truths behind the beautiful game. 'A book full of exciting ideas and inside views on modern football. The most exciting book in an exciting time for football.' Thomas Hitzlsperger

How to Win Your NCAA Tournament Pool

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Publisher :
ISBN 13 : 9780998442303
Total Pages : pages
Book Rating : 4.4/5 (423 download)

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Book Synopsis How to Win Your NCAA Tournament Pool by : Ed Feng

Download or read book How to Win Your NCAA Tournament Pool written by Ed Feng and published by . This book was released on 2016-12-16 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Football Analytics with Python & R

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492099589
Total Pages : 361 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Football Analytics with Python & R by : Eric A. Eager

Download or read book Football Analytics with Python & R written by Eric A. Eager and published by "O'Reilly Media, Inc.". This book was released on 2023-08-15 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football players are using data to help inform decision making. This concise book provides a clear introduction to using statistical models to analyze football data. Whether your goal is to produce a winning team, dominate your fantasy football league, qualify for an entry-level football analyst position, or simply learn R and Python using fun example cases, this book is your starting place. You'll learn how to: Apply basic statistical concepts to football datasets Describe football data with quantitative methods Create efficient workflows that offer reproducible results Use data science skills such as web scraping, manipulating data, and plotting data Implement statistical models for football data Link data summaries and model outputs to create reports or presentations using tools such as R Markdown and R Shiny And more

Data Analytics in Football

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1003817041
Total Pages : 212 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Data Analytics in Football by : Daniel Memmert

Download or read book Data Analytics in Football written by Daniel Memmert and published by Taylor & Francis. This book was released on 2023-12-22 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics in Football provides students, researchers, and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how they can be collected, modeled, analyzed, and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. The book seeks to define the role of positional data in football match analysis by exploring topics such as the following: What is positional data analysis, and how did it emerge from conventional match analysis? How can positional data be collected, and which technologies can be used? What key performance indicators based on positional data should be used? How can traditional match analysis be complemented by using positional data and advanced KPIs? How can these new methods evolve in the future? Based on data collected from active leagues and fully revised for the new second edition, the text now also examines data collection in relation to other sports, how a data-driven approach in decision-making is achieved by professional teams, the potential of the new methods of data collection, and how they could evolve in the future. Accessibly written, packed full of examples from elite football, and supplemented with expert interviews, Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher, or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.

PhD Football

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Publisher :
ISBN 13 :
Total Pages : 476 pages
Book Rating : 4.6/5 (25 download)

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Book Synopsis PhD Football by : Michael Lowry

Download or read book PhD Football written by Michael Lowry and published by . This book was released on 2020-01-21 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Football Analytics revolution is here! Football Analytics will help you and your football program win more games and experience more success! Instantly learn how to apply football analytics to assist you with your football coaching decision-making processes. Topics covered in this book include: 1) The Football Analytics Revolution. 2) Current football trends and comparative analytics. 3) How to understand football statistics and analytics. 4) Comprehending statistical correlation for football analytics. 5) Evaluating play-calling tendencies and probabilities. 6) Multi-dimensional analytics and cross-referencing processes. 7) How to source data and develop an informational coaching database. 8) Gaming-winning fourth-down decisions (when do you go for it?). 9) Calculating expected point values for coaching decisions. 10) The math of icing the kicker. 11) Foundational football analytics and standard deviation. 12) Kicking game metrics and analytics (when to punt and when to kick the field goal). 13) Critical offensive ratios defining football analytics. 14) In-game football metrics and measures for analytics. 15) Defensive metrics and predictors for analytics. 16) Possession metrics and analytics. 17) Goal-Line dynamics and analytics. 18) Two-Point conversions and P.A.T.s. Included for you are numerous analytics examples using actual data from recent pro and college football seasons and teams! In addition, each chapter comes with fun quizzes so you can track your progress as you read! It's not if analytics become an essential part of the football program, it's when, and here's the breaking news - the when is right now!If you are a football coach, this book is written and presented to help you, your staff, and your program win more games! If you are a football fan, this book is written and presented to help you understand the game of football from a different perspective. In essence, you can become a super fan, a football genius, a football statistics mastermind, and a football analytics guru! How can analytics help you and your football program? Find out now!

America's Game

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Publisher : Anchor
ISBN 13 : 0307481433
Total Pages : 610 pages
Book Rating : 4.3/5 (74 download)

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Book Synopsis America's Game by : Michael MacCambridge

Download or read book America's Game written by Michael MacCambridge and published by Anchor. This book was released on 2008-11-26 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: It’s difficult to imagine today—when the Super Bowl has virtually become a national holiday and the National Football League is the country’s dominant sports entity—but pro football was once a ramshackle afterthought on the margins of the American sports landscape. In the span of a single generation in postwar America, the game charted an extraordinary rise in popularity, becoming a smartly managed, keenly marketed sports entertainment colossus whose action is ideally suited to television and whose sensibilities perfectly fit the modern age. America’s Game traces pro football’s grand transformation, from the World War II years, when the NFL was fighting for its very existence, to the turbulent 1980s and 1990s, when labor disputes and off-field scandals shook the game to its core, and up to the sport’s present-day preeminence. A thoroughly entertaining account of the entire universe of professional football, from locker room to boardroom, from playing field to press box, this is an essential book for any fan of America’s favorite sport.

Data Analytics in Football

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Author :
Publisher : Routledge
ISBN 13 : 1351210149
Total Pages : 247 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Data Analytics in Football by : Daniel Memmert

Download or read book Data Analytics in Football written by Daniel Memmert and published by Routledge. This book was released on 2018-05-30 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how it can be collected, modelled, analysed and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. Based on data collected from the German Bundesliga and the UEFA Champions League, the book seeks to define the role of positional data in football match analysis by exploring topics such as: What is positional data analysis and how did it emerge from conventional match analysis? How can positional data be collected and which technologies can be used? What are the benefits of a data-driven approach to decision making in football? What Key Performance Indicators based on positional data should be used? How can traditional match analysis be complemented by using positional data and advanced KPIs? How can these new methods evolve in the future? Accessibly written, packed full of examples from elite football and supplemented with expert interviews (Ralf Rangnick, Urs Siegenthaler and others), Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.

Head First Object-Oriented Analysis and Design

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596008678
Total Pages : 634 pages
Book Rating : 4.5/5 (96 download)

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Book Synopsis Head First Object-Oriented Analysis and Design by : Brett McLaughlin

Download or read book Head First Object-Oriented Analysis and Design written by Brett McLaughlin and published by "O'Reilly Media, Inc.". This book was released on 2007 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides information on analyzing, designing, and writing object-oriented software.

Newton's Football

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Publisher : Ballantine Books
ISBN 13 : 034554515X
Total Pages : 273 pages
Book Rating : 4.3/5 (455 download)

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Book Synopsis Newton's Football by : Allen St. John

Download or read book Newton's Football written by Allen St. John and published by Ballantine Books. This book was released on 2013-11-19 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the bestselling tradition of Freakonomics and Scorecasting comes a clever and accessible look at the big ideas underlying the science of football. Did you hear the one about the MacArthur genius physicist and the NFL coach? It’s not a joke. It’s actually an innovative way to understand chaos theory, and the remarkable complexity of modern professional football. In Newton’s Football, journalist and New York Times bestselling author Allen St. John and TED Speaker and former Yale professor Ainissa Ramirez explore the unexpected science behind America’s Game. Whether it’s Jerry Rice finding the common ground between quantum physics and the West Coast offense or an Ivy League biologist explaining—at a granular level—exactly how a Big Mac morphs into an outside linebacker, Newton’s Football illuminates football—and science—through funny, insightful stories told by some of the world’s sharpest minds. With a clear-eyed empirical approach—and an exuberant affection for the game—St. John and Ramirez address topics that have long beguiled scientists and football fans alike, including: • the unlikely evolution of the football (or, as they put it, “The Divinely Random Bounce of the Prolate Spheroid”) • what Vince Lombardi has in common with Isaac Newton • how the hardwired behavior of monkeys can explain a head coach’s reluctance to go for it on fourth-down • why a gruesome elevator accident jump-started the evolution of placekicking • how Teddy Roosevelt saved football using the same behavioral science concept that Dreamworks would use to save Shrek • why woodpeckers don’t get concussions • how better helmets actually made the game more dangerous Every Sunday the NFL shares a secret with only its savviest fans: The game isn’t just a clash of bodies, it’s a clash of ideas. The greatest minds in football have always possessed an instinctual grasp of science, understanding the big ideas and gritty realities that inform the game’s rich past, as well as its increasingly uncertain future. Blending smart reporting, counterintuitive creativity, and compelling narrative, Newton’s Football takes gridiron analysis to the next level, giving fans a book that entertains, enlightens, and explains the game anew. Praise for Newton’s Football “It was with great interest that I read Newton’s Football. I’m a fan of applying of science to sport and Newton’s Football truly delivers. The stories are as engaging as they are informative. This is a great read for all football fans.”—Mark Cuban “A delightfully improbable book putting science nerds and sports fans on the same page.”—Booklist “This breezily-written but informative book should pique the interest of any serious football fan in the twenty-first century.”—The American Spectator “The authors have done a worthy job of combining popular science and sports into a work that features enough expertise on each topic to satisfy nerds and jocks alike. . . . The writers succeed in their task thanks to in-depth scientific knowledge, a wonderful grasp of football’s past and present, interviews with a wide array of experts, and witty prose. . . . [Newton’s Football is] fun and thought-provoking, proving that football is a mind game as much as it is a ball game.”—Publishers Weekly

R for Everyone

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Publisher : Addison-Wesley Professional
ISBN 13 : 0134546997
Total Pages : 1456 pages
Book Rating : 4.1/5 (345 download)

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Book Synopsis R for Everyone by : Jared P. Lander

Download or read book R for Everyone written by Jared P. Lander and published by Addison-Wesley Professional. This book was released on 2017-06-13 with total page 1456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone, Second Edition, is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks. Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny. By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most. Coverage includes Explore R, RStudio, and R packages Use R for math: variable types, vectors, calling functions, and more Exploit data structures, including data.frames, matrices, and lists Read many different types of data Create attractive, intuitive statistical graphics Write user-defined functions Control program flow with if, ifelse, and complex checks Improve program efficiency with group manipulations Combine and reshape multiple datasets Manipulate strings using R’s facilities and regular expressions Create normal, binomial, and Poisson probability distributions Build linear, generalized linear, and nonlinear models Program basic statistics: mean, standard deviation, and t-tests Train machine learning models Assess the quality of models and variable selection Prevent overfitting and perform variable selection, using the Elastic Net and Bayesian methods Analyze univariate and multivariate time series data Group data via K-means and hierarchical clustering Prepare reports, slideshows, and web pages with knitr Display interactive data with RMarkdown and htmlwidgets Implement dashboards with Shiny Build reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

Soccer Analytics

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Publisher : Meyer & Meyer Sport
ISBN 13 : 178255081X
Total Pages : 348 pages
Book Rating : 4.7/5 (825 download)

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Book Synopsis Soccer Analytics by : Ian Franks

Download or read book Soccer Analytics written by Ian Franks and published by Meyer & Meyer Sport. This book was released on 2016-08-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Match analysis in soccer has become more and more important in recent years. Nowadays, no professional soccer club plays a single match without having analyzed their own and their opponents’ matches to find the best possible match plan and maximize their success. In this book, Ian M. Franks and Mike Hughes explore soccer analyses and use the results to develop realistic, progressive practices to improve the performance of the individual players and the team. Research from human decision making and motor skill acquisition is directly applied to the coaching process and technical and tactical practices are designed to accommodate these findings. Not only is the players’ behavior during practice and matches analyzed but the coaches’ as well. This helps evaluate different coaching practices to find your ideal coaching style. Any coach reading this book will find help in developing and improving their coaching. Anyone who wishes to delve more into the science of soccer analysis will find ample material as well as a comprehensive bibliography to better understand the science of soccer!

Foundations of Data Science

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Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

Embedded Analytics

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098120892
Total Pages : 159 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Embedded Analytics by : Donald Farmer

Download or read book Embedded Analytics written by Donald Farmer and published by "O'Reilly Media, Inc.". This book was released on 2023-05-15 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. And yet, the adoption of data analytics has remained remarkably static, reaching no more than 30% of potential users. This book explores the most important techniques for taking that adoption further: embedding analytics into the workflow of our everyday operations. Authors Donald Farmer and Jim Horbury show business users how to improve decision making without becoming analytics specialists. You'll explore different techniques for exchanging data, insights, and events between analytics platforms and hosting applications. You'll also examine issues including data governance and regulatory compliance and learn best practices for deploying and managing embedded analytics at scale. Learn how data analytics improves business decision making and performance Explore advantages and disadvantages of different embedded analytics platforms Develop a strategy for embedded analytics in an organization or product Define the architecture of an embedded solution Select vendors, platforms, and tools to implement your architecture Hire or train developers and architects to build the embedded solutions you need Understand how embedded analytics interacts with traditional analytics