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Think Like a Data Scientist

Think Like a Data Scientist PDF Author: Brian Godsey
Publisher: Simon and Schuster
ISBN: 1638355207
Category : Computers
Languages : en
Pages : 540

Book Description
Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away

Think Like a Data Scientist

Think Like a Data Scientist PDF Author: Brian Godsey
Publisher: Simon and Schuster
ISBN: 1638355207
Category : Computers
Languages : en
Pages : 540

Book Description
Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away

Think Like a Billionaire

Think Like a Billionaire PDF Author: James Altucher
Publisher: Scribd, Inc.
ISBN: 1094400645
Category : Biography & Autobiography
Languages : en
Pages : 495

Book Description
What do Tyra Banks, Ev Williams, and Richard Branson have in common? If you answered that they’re all extremely wealthy, you’d be right. But you’d also be missing a big part of the story. James Altucher, the noted entrepreneur, venture capitalist, bestselling author of Choose Yourself, and host of the podcast The James Altucher Show — which has over 40 million downloads — has interviewed 15 of the most successful people in the world to figure out just what makes them tick. And the conclusions might surprise you. For each of these people, money wasn't their ultimate goal — it was a natural byproduct of following their passions and developing good habits that enabled them to take advantage of their successes, and to learn from their failures. From the founder of Spanx to the entrepreneur behind Home Depot, from a craft beer aficionado to the investors on Shark Tank, these visionaries honed their ideas and creativity, and used what they loved as a compass to guide their curiosity. That curiosity gave them the insights they needed to skip the line, to try new things, to diversify, and to hit the accelerator on their successes. This isn’t some lofty self-help book. This is about real people who achieved their dreams and gained wealth and influence as a result. As Altucher notes, ultimately it’s not the number in the bank account that defines anyone — it’s asking if you’re living life to the best of your ability.

Think Like a Commoner

Think Like a Commoner PDF Author: David Bollier
Publisher: New Society Publishers
ISBN: 0865717680
Category : Political Science
Languages : en
Pages : 211

Book Description
A new world based on fairness, participation, accountability is closer than you think…if you learn to think like a commoner

Think Like a Futurist

Think Like a Futurist PDF Author: Cecily Sommers
Publisher: John Wiley & Sons
ISBN: 1118147820
Category : Business & Economics
Languages : en
Pages : 272

Book Description
Push past resistance to discover and own new business territories Think Like a Futurist shows how to track changes, explore questions, and engage in new thinking that connects today's pressures with tomorrow's realities. Cecily Sommers shows how to apply long-term focus and strategies to needs as diverse as industry forecasts, innovation challenges, leadership development, or future-proofing a brand. By understanding intersecting potentials that one day may impact your organization, you can readily spot emerging trends and market shifts, uncovering opportunities on the horizon. Think Like a Futurist explores such questions as: Where will new markets emerge over the next 5-10-25 years? What will be the big issues of the day? How will lifestyle, social mores, and policy adapt? And what role do we play in that future? Offers a clear framework for thinking like a futurist, and direction for how to integrate it in high-pressure corporate environments Explains how the social, economic, and environmental crises of our time spring from just four constant and predictable forces Reveals the three dramatic disruptions on the horizon that should be a part of every strategic conversation Written by Cecily Sommers the Founder and President of The Push Institute, a non-profit think tank that tracks significant global trends and their implications for business, government, and non-profit. Filled with tools and models for a new world, this book should be required reading for strategists and innovators across disciplines. "Refreshing. A book that does not follow today’s push to be ‘innovative’ just to snag attention because of the current hot trending keyword. Matter of fact, Cecily Sommers’ book works to get us away from simply identifying and going for a ride on the latest trend(s) in our respective industries. Quite the contrary, rather than avoid a scientific or tactical discussion of trend identification, she works to give us the ability to go beyond trends and into the future. Cecily has drafted a book providing a nice blend of practical reality, philosophy, and practical execution. It speaks well to current discussions about how to drive ‘innovation’ or, better, creativity within your businesses—however large or small. All in, this is a book 254 pages long, including index, that is written at a practical level that, after closer study following an initial read-through, provides a methodology for anticipating the future and taking action to meet it. Provides a methodology for anticipating the future and taking action to meet it. Think Like a Futurist is a good read for anyone struggling with how to move their organization forward. Business leaders, product and program managers, service providers will all find the concepts Cecily introduces to be well laid-out with a reasonable amount of supporting content."—The source is a blog: http://jtpedersen.net/2012/11/15/what-ive-read-lately-think-like-a-futurist/

How to Think Like Steve Jobs

How to Think Like Steve Jobs PDF Author: Daniel Smith
Publisher: Michael O'Mara Books
ISBN: 1782430857
Category : Biography & Autobiography
Languages : en
Pages : 152

Book Description
How to Think Like Steve Jobs reveals the philosophies and carefully honed skills Steve Jobs used in his journey to the top.

Think Like An Innovator

Think Like An Innovator PDF Author: Paul Sloane
Publisher: Pearson UK
ISBN: 1292142243
Category : Business & Economics
Languages : en
Pages : 292

Book Description
About the author -- Introduction -- Artist -- David Bowie -- Freddie Mercury -- Hans Christian Andersen -- J.K. Rowling -- John Lennon and Paul McCartney -- Madonna -- Miles Davis -- Pablo Picasso -- Roy Lichtenstein -- Salvador Dali -- Woody Allen -- Business leader -- Akio Morita -- Anne Mulcahy -- Clarence Birdseye -- Daniel Peter -- Ingvar Kamprad -- Jeff Bezos -- Levi Strauss -- Ray Kroc -- Ricardo Semler -- Rob McEwen -- Sidney Bernstein -- Sir Charles Dunstone -- Soichiro Honda -- Zhang Ruimin -- Genius -- Beethoven -- Michelangelo -- Mozart -- Pythagoras -- William Shakespeare -- Inventor -- Eric Migicovsky -- George de Mestral -- Hiram Maxim -- Johannes Gutenberg -- John Harrison -- John Sipe -- Jorge Odon -- Louis Braille -- Martin Cooper -- Nick d'Aloisio -- Percy Spencer -- Ted Hoff -- Thomas Edison -- Trevor Baylis -- Maverick -- Anita Roddick -- Don Estridge -- Hannibal -- Jonathan Swift -- Nelson -- Phil Romano -- Steve Jobs -- Pioneer -- Auguste Escoffier -- Dick Fosbury -- Florence Nightingale -- Gustave Eiffel -- Hedy Lamarr -- Marconi -- Muhammad Yunus -- Travis Kalanick -- Scientist -- Alexander Fleming -- Alexander Graham Bell -- Archimedes -- Charles Darwin -- Dmitri Mendeleev -- Edward Jenner -- Edwin Land -- Galileo -- Govindappavenkataswamy -- Joseph Lister -- Marie Curie -- Visionary -- Elon Musk -- John F. Kennedy -- Mahatma Gandhi -- Oprah Winfrey -- Walt Disney -- Zhao Kuangyin

How to Think Like an Entrepreneur

How to Think Like an Entrepreneur PDF Author: Daniel Smith
Publisher: Michael O'Mara Books
ISBN: 1789292085
Category : Business & Economics
Languages : en
Pages : 173

Book Description
Learn how to think like the smartest minds in business with this essential guide to the mindsets of the world's best entrepreneurs.

Think Like Jesus for Young Adults

Think Like Jesus for Young Adults PDF Author: Dave Willis
Publisher: XO Publishing
ISBN: 1950113663
Category : Juvenile Nonfiction
Languages : en
Pages : 189

Book Description
As a young adult, life can feel complicated. Every day you’re faced with choices and temptations that have the potential to steer you down the wrong path. But, the good news is that a roadmap of success principles already exists—it’s called The Book of Proverbs. When Jesus was a young adult, He Himself would have been studying the Proverbs. Faced with tough situations, Jesus always made the right choice, and He wants you to have the tools to experience the best life possible! In Think Like Jesus: Young Adults Edition, Dave Willis condenses all the main themes and lessons in Proverbs into thirty-one daily readings. For any young adult who wants to make undoubted decisions throughout life’s biggest choices, this devotional can help you discover the blessing of God’s wisdom!

Teaching Students to Think Like Scientists

Teaching Students to Think Like Scientists PDF Author: Maria C. Grant
Publisher: Solution Tree Press
ISBN: 1936765403
Category : Education
Languages : en
Pages : 382

Book Description
It is essential that students learn to examine, review, and evaluate knowledge and ideas through a process of scientific investigation and argumentation. Using these instructional methods and lesson scenarios, teachers of all disciplines will gain the tools needed to offer students a richer, lasting understanding of science, its concepts, and its place in their lives and the global community.

Think Like An Architect

Think Like An Architect PDF Author: Randy Deutsch
Publisher: Routledge
ISBN: 100022192X
Category : Architecture
Languages : en
Pages : 308

Book Description
Do you know how to think like an architect? Do you know why you should? How do you make sure that you have the critical thinking tools necessary to prosper in your academic and professional career? This book gives you the answers. Architects have a valuable and critical set of multiple thinking types that they develop throughout the design process. In this book, Randy Deutsch shows readers how to access those thinking types and use them outside pure design thinking – showing how they can both solve problems but also identify the problems that need solving. To think the way the best architects do. With a clear, driving narrative, peppered with anecdote, stories and real-life scenarios, this book will future-proof the architectural student. Change is coming in the architecture profession, and this is a much-needed exploration of the critical thinking skills that architects have in abundance, but that are not taught well enough within architecture schools. These skills are crucial in being able to respond agilely to a future that nobody is quite sure of.