Book picks similar to
Data Scientist: The Definitive Guide to Becoming a Data Scientist by Zacharias Voulgaris
data-science
academia
non-fiction
work-data-related
Structured Computer Organization
Andrew S. Tanenbaum - 1976
The operation of a typical IBM PC clone is now described in detail at the chip level.
Ask for It: How Women Can Use the Power of Negotiation to Get What They Really Want
Linda Babcock - 2008
Now they've developed the action plan that women all over the country requested - a guide to negotiation that starts before you get to the bargaining table.Ask for It explains why it's essential to ask (men do it all the time) and teaches you how to ask effectively, in ways that feel comfortable to you as a woman. Whether you currently avoid negotiating like the plague or consider yourself hard-charging and fearless, Babcock and Laschever's compelling stories of real women will help you recognize how much more you deserve whether it's a raise, that overdue promotion, an exciting new assignment, or even extra help around the house. Their four-phase program, backed by years of research, will show you how to identify what you're really worth, maximize your bargaining power, develop the best strategy for your situation, and manage the reactions and emotions that may arise on both sides. Guided step-by-step, you'll learn how to draw on the special strengths you bring to the negotiating table to reach agreements that benefit everyone involved.This collaborative, problem-solving approach will propel you to new places both professionally and personally and open doors you thought were closed. Because if you never hear no, you're not asking enough.
Dive Into Python
Mark Pilgrim - 2004
because the language seems like a good way to accomplish programming tasks that don't require the low-level bit handling power of C.-- Richard Bejtlich, TaoSecurityPython is a new and innovative scripting language. It is set to replace Perl as the programming language of choice for shell scripters, and for serious application developers who want a feature-rich, yet simple language to deploy their products.Dive Into Python is a hands-on guide to the Python language. Each chapter starts with a real, complete code sample, proceeds to pick it apart and explain the pieces, and then puts it all back together in a summary at the end.This is the perfect resource for you if you like to jump into languages fast and get going right away. If you're just starting to learn Python, first pick up a copy of Magnus Lie Hetland's Practical Python.
A Whole New Mind: Why Right-Brainers Will Rule the Future
Daniel H. Pink - 2004
A Whole New Mind takes readers to a daring new place, and a provocative and necessary new way of thinking about a future that's already here.
The Google Story: Inside the Hottest Business, Media and Technology Success of Our Time
David A. Vise - 2005
The Google Story takes you deep inside the company's wild ride from an idea that struggled for funding in 1998 to a firm that rakes in billions in profits, making Brin and Page the wealthiest young men in America. Based on scrupulous research and extraordinary access to Google, this fast-moving narrative reveals how an unorthodox management style and culture of innovation enabled a search engine to shake up Madison Avenue and Wall Street, scoop up YouTube, and battle Microsoft at every turn. Not afraid of controversy, Google is expanding in Communist China and quietly working on a searchable genetic database, initiatives that test the founders' guiding mantra: DON'T BE EVIL.
The Academic Job Search Handbook
Julia Miller Vick - 2008
The guide includes information on aspects of the search that are common to all levels, with invaluable tips for those seeking their first or second faculty position. This new edition provides updated advice and addresses hot topics in the competitive job market of today, including the challenges faced by dual-career couples, job search issues for pregnant candidates, and advice on how to deal with gaps in a CV. The chapter on alternatives to academic jobs has been expanded, and sample resumes from individuals seeking nonfaculty positions are included.The book begins with an overview of the hiring process and a timetable for applying for academic positions. It then gives detailed information on application materials, interviewing, negotiating job offers, and starting the new job. Guidance throughout is aimed at all candidates, with frequent reference to the specifics of job searches in scientific and technical fields as well as those in the humanities and social sciences. Advice on seeking postdoctoral opportunities is also included.Perhaps the most significant contribution is the inclusion of sample vitas. "The Academic Job Search Handbook" describes the organization and content of the vita and includes samples from a variety of fields. In addition to CVs and research statements, new in this edition are a sample interview itinerary, a teaching portfolio, and a sample offer letter. The job search correspondence section has also been updated, and there is current information on Internet search methods and useful websites.
Peak Performance: Elevate Your Game, Avoid Burnout, and Thrive with the New Science of Success
Brad Stulberg - 2017
Whether someone is trying to qualify for the Olympics, break ground in mathematical theory or craft an artistic masterpiece, many of the practices that lead to great success are the same. In Peak Performance, Brad Stulberg, a former McKinsey and Company consultant and journalist who covers health and the science of human performance, and Steve Magness, a performance scientist and coach of Olympic athletes, team up to demystify these practices and demonstrate how everyone can achieve their best.The first book of its kind, Peak Performance combines the inspiring stories of top performers across a range of capabilities - from athletic, to intellectual, to artistic - with the latest scientific insights into the cognitive and neurochemical factors that drive performance in all domains. In doing so, Peak Performance uncovers new linkages that hold promise as performance enhancers but have been overlooked in our traditionally-siloed ways of thinking. The result is a life-changing book in which readers will learn how to enhance their performance by a myriad of ways including: optimally alternating between periods of intense work and rest; developing and harnessing the power of a self-transcending purpose; and priming the body and mind for enhanced productivity.In revealing the science of great performance and the stories of great performers across a wide range of capabilities, Peak Performance uncovers the secrets of success, and coaches readers on how to use them. If you want to take your game to the next level, whatever "your game" may be, Peak Performance will teach you how.
DAX Formulas for PowerPivot: The Excel Pro's Guide to Mastering DAX
Rob Collie - 2012
Written by the world’s foremost PowerPivot blogger and practitioner, the book’s concepts and approach are introduced in a simple, step-by-step manner tailored to the learning style of Excel users everywhere. The techniques presented allow users to produce, in hours or even minutes, results that formerly would have taken entire teams weeks or months to produce and include lessons on the difference between calculated columns and measures, how formulas can be reused across reports of completely different shapes, how to merge disjointed sets of data into unified reports, how to make certain columns in a pivot behave as if the pivot were filtered while other columns do not, and how to create time-intelligent calculations in pivot tables such as “Year over Year” and “Moving Averages” whether they use a standard, fiscal, or a complete custom calendar. The “pattern-like” techniques and best practices contained in this book have been developed and refined over two years of onsite training with Excel users around the world, and the key lessons from those seminars costing thousands of dollars per day are now available to within the pages of this easy-to-follow guide.
How the World Sees You: Discover Your Highest Value Through the Science of Fascination
Sally Hogshead - 2014
It all begins with understanding how the world sees you—at your best. How the World Sees You gives you the step-by-step method to describe yourself in just two or three words. This short phrase is your Anthem, the tagline for your personality. Your Anthem guides you like a mission statement, helping you to build your team, write a LinkedIn profile, or captivate an audience.This book includes a private code to unlock one free Fascination Advantage® online assessment. Your customized online report, based on Sally Hogshead's extensive research on what fascinates listeners, will reveal how you fascinate others, includingYour top two Fascination Advantages in communication The personality Archetypes you need on your team to optimize your success The five words to describe your personality's highest valueTo become more successful, you do not have to change who you are—you have to become more of who you are. How the World Sees You reveals who you are at your best so you can create better relationships, grow your business, and become intensely valuable to those who matter most.
Apprenticeship Patterns: Guidance for the Aspiring Software Craftsman
Dave Hoover - 2009
To grow professionally, you also need soft skills and effective learning techniques. Honing those skills is what this book is all about. Authors Dave Hoover and Adewale Oshineye have cataloged dozens of behavior patterns to help you perfect essential aspects of your craft. Compiled from years of research, many interviews, and feedback from O'Reilly's online forum, these patterns address difficult situations that programmers, administrators, and DBAs face every day. And it's not just about financial success. Apprenticeship Patterns also approaches software development as a means to personal fulfillment. Discover how this book can help you make the best of both your life and your career. Solutions to some common obstacles that this book explores in-depth include:Burned out at work? "Nurture Your Passion" by finding a pet project to rediscover the joy of problem solving.Feeling overwhelmed by new information? Re-explore familiar territory by building something you've built before, then use "Retreat into Competence" to move forward again.Stuck in your learning? Seek a team of experienced and talented developers with whom you can "Be the Worst" for a while. "Brilliant stuff! Reading this book was like being in a time machine that pulled me back to those key learning moments in my career as a professional software developer and, instead of having to learn best practices the hard way, I had a guru sitting on my shoulder guiding me every step towards master craftsmanship. I'll certainly be recommending this book to clients. I wish I had this book 14 years ago!" -Russ Miles, CEO, OpenCredo
Eloquent JavaScript: A Modern Introduction to Programming
Marijn Haverbeke - 2010
I loved the tutorial-style game-like program development. This book rekindled my earliest joys of programming. Plus, JavaScript!" —Brendan Eich, creator of JavaScriptJavaScript is the language of the Web, and it's at the heart of every modern website from the lowliest personal blog to the mighty Google Apps. Though it's simple for beginners to pick up and play with, JavaScript is not a toy—it's a flexible and complex language, capable of much more than the showy tricks most programmers use it for.Eloquent JavaScript goes beyond the cut-and-paste scripts of the recipe books and teaches you to write code that's elegant and effective. You'll start with the basics of programming, and learn to use variables, control structures, functions, and data structures. Then you'll dive into the real JavaScript artistry: higher-order functions, closures, and object-oriented programming.Along the way you'll learn to:Master basic programming techniques and best practices Harness the power of functional and object-oriented programming Use regular expressions to quickly parse and manipulate strings Gracefully deal with errors and browser incompatibilities Handle browser events and alter the DOM structure Most importantly, Eloquent JavaScript will teach you to express yourself in code with precision and beauty. After all, great programming is an art, not a science—so why settle for a killer app when you can create a masterpiece?
The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies
Erik Brynjolfsson - 2014
Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.
Functional-Light JavaScript: Pragmatic, Balanced FP in JavaScript
Kyle Simpson - 2017
Functional Programming (FP) is an incredibly powerful paradigm for structuring code that yields more robust, verifiable, and readable programs. If you've ever tried to learn FP but struggled with terms like "monad", mathematical concepts like category theory, or symbols like λ, you're not alone. Functional-Light programming distills the most vital aspects of FP—function purity, value immutability, composition, and more!—down to approachable JavaScript patterns. Rather than the all-or-nothing dogmatism often encountered in FP, this book teaches you how to improve your programs line by line.
R for Everyone: Advanced Analytics and Graphics
Jared P. Lander - 2013
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 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, and manipulation; 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. 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 - Exploring R, RStudio, and R packages - Using R for math: variable types, vectors, calling functions, and more - Exploiting data structures, including data.frames, matrices, and lists - Creating attractive, intuitive statistical graphics - Writing user-defined functions - Controlling program flow with if, ifelse, and complex checks - Improving program efficiency with group manipulations - Combining and reshaping multiple datasets - Manipulating strings using R's facilities and regular expressions - Creating normal, binomial, and Poisson probability distributions - Programming basic statistics: mean, standard deviation, and t-tests - Building linear, generalized linear, and nonlinear models - Assessing the quality of models and variable selection - Preventing overfitting, using the Elastic Net and Bayesian methods - Analyzing univariate and multivariate time series data - Grouping data via K-means and hierarchical clustering - Preparing reports, slideshows, and web pages with knitr - Building reusable R packages with devtools and Rcpp - Getting involved with the R global community
Lean Hospitals: Improving Quality, Patient Safety, and Employee Satisfaction
Mark Graban - 2008
After highlighting the benefits of Lean methods for patients, employees, physicians, and the hospital itself, he explains how Lean manufacturing staples such as Value Stream Mapping and process observation can help hospital personnel identify and eliminate waste in their own processes -- effectively preventing delays for patients, reducing wasted motion for caregivers, and improving the quality of care.Additionally, Graban describes how Standardized Work and error-proofing can prevent common hospital errors and details root cause problem-solving and daily improvement processes that can engage all personnel in systemic improvement. A unique guide for healthcare professionals, Lean Hospitals clearly elaborates the steps they can take to begin the proactive process of Lean implementation.The book has an accompanying website with more information.Mark Graban was quoted in a July 2010 New York Times article about lean hospitals.*Given the increase in candidates from the health services sector, the Lean Certification and Oversight Appeals committee has approved Lean Hospitals by Mark Graban as recommended reading in pursuit of the Lean Bronze Certification exam.Mark Graban speaks about his book on the CRC Press YouTube channel.