AI News, Data Smart: Using Data Science to Transform Information into Insight

Data Smart: Using Data Science to Transform Information into Insight

It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.

Data science is little more than using straight-forward steps to process raw data into actionable insight.

This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.

But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Data Smart: Using Data Science to Transform Information into Insight 1st Edition

if(typeof tellMeMoreLinkData !== 'undefined'){

A.state('lowerPricePopoverData',{'trigger':'ns_20PYEDE2V7ANZTRR56S2_27521_1_hmd_pricing_feedback_trigger_product-detail','destination':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=booksencodeURI('&originalURI=' + window.location.pathname)','url':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=books','nsPrefix':'ns_20PYEDE2V7ANZTRR56S2_27521_2_','path':'encodeURI('&originalURI=' + window.location.pathname)','title':'Tell Us About a Lower Price'});

return {'trigger':'ns_20PYEDE2V7ANZTRR56S2_27521_1_hmd_pricing_feedback_trigger_product-detail','destination':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=booksencodeURI('&originalURI=' + window.location.pathname)','url':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=books','nsPrefix':'ns_20PYEDE2V7ANZTRR56S2_27521_2_','path':'encodeURI('&originalURI=' + window.location.pathname)','title':'Tell Us About a Lower Price'};

return {'trigger':'ns_20PYEDE2V7ANZTRR56S2_27521_1_hmd_pricing_feedback_trigger_product-detail','destination':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=booksencodeURI('&originalURI=' + window.location.pathname)','url':'/gp/pdp/pf/pricingFeedbackForm.html/ref=_pfdpb/140-6531230-8417136?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0&ASIN=111866146X&PREFIX=ns_20PYEDE2V7ANZTRR56S2_27521_2_&WDG=book_display_on_website&dpRequestId=20PYEDE2V7ANZTRR56S2&from=product-detail&storeID=books','nsPrefix':'ns_20PYEDE2V7ANZTRR56S2_27521_2_','path':'encodeURI('&originalURI=' + window.location.pathname)','title':'Tell Us About a Lower Price'};

Would you like to tell us about a lower price?If you are a seller for this product, would you like to suggest updates through seller support?

Data Smart: Using Data Science to Transform Information into Insight

It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.

Data science is little more than using straight-forward steps to process raw data into actionable insight.

This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.

But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Using Data Science to Transform Information into Insight

learned these facts minutes after picking up John Foreman’s new book Data Smart: Using Data Science to Transform Information into Insight.  Data Smart is the textbook for anyone wanting to turn raw data into action that makes a difference.

John is the Chief Data Scientist for MailChimp.com, the email service powering subscriptions marketing campaigns.  MailChimp also powers blogs like this one, allowing you to sign up and receive blog posts in your inbox.  John has also worked with a range of organizations from the FBI and Department of Defense to global corporations including Coca-Cola and Intercontinental Hotels.  You can follow him on Twitter @John4man.

And when I say “learn,” I don’t mean just “learn about.” In Data Smart, readers use actual techniques, such as artificial intelligence and data mining, to solve real business problems.

That’s why each chapter works through a data science technique in Excel – spreadsheets are a safe environment that readers feel comfortable working and following along in.

Data science is the use of transactional business data (think sales data, website traffic, social interactions, ad conversion data, employee performance data, etc.) to make decisions that result in revenue growth for the business.

In one of your chapters, you discuss regression as the “granddaddy of artificial intelligence.”  Target got into hot water, didn’t they, when they started using AI models and alerted an unknown parent that his teenager was pregnant?  What are the uses of this and what are the boundaries?

But Data Smart teaches you how to put bounds around your predictions, so you can tell the business, “I forecast demand will be no lower than $X with 95% confidence.” No one wins when people don’t account for risk in their decisions, so the book takes readers through how to do that.

John, you also end your book with perspective saying that data science is “not the most important function” of the organization.  In the world of data science, is that the current thinking—that it is more important than any other part of the company?

But analytics can certainly help with forecasting demand, handling reordering and stocking decisions, adjusting pricing, and figuring out how to best market and discount items.

Data Smart: Using Data Science to Transform Information into Insight Paperback – 25 Oct 2013

'Data Smart makes modern statistic methods and algorithms understandable and easy to implement.

first CTO at OkCupid 'When Mr. Foreman interviewed for a job at my company, he arrived dressed in a ′Kentucky Colonel′ kind of suit and spoke about nonsensical things like barbecue, lasers, and orange juice pulp.

After reading this book, you too will learn how to use math and basic spreadsheet formulas to improve your business or, at the very least, how to trick senior executives into hiring you as their data scientist.'

Relax it′s just a spreadsheet Visit the companion website at www.wiley.com/go/datasmart to download spreadsheets for each chapter, and follow them as you learn about: Artificial intelligence using the general linear model, ensemble methods, and naive Bayes Clustering via k–means, spherical k–means, and graph modularity Mathematical optimization, including non–linear programming and genetic algorithms Working with time series data and forecasting with exponential smoothing Using Monte Carlo simulation to quantify and address risk Detecting outliers in single or multiple dimensions Exploring the data–science–focused R language

first CTO at OkCupid 'When Mr. Foreman interviewed for a job at my company, he arrived dressed in a ′Kentucky Colonel′ kind of suit and spoke about nonsensical things like barbecue, lasers, and orange juice pulp.

After reading this book, you too will learn how to use math and basic spreadsheet formulas to improve your business or, at the very least, how to trick senior executives into hiring you as their data scientist.'

Top 20 Best Data Science Books You Should Read

There are loads of free resources available online (such as Solutions Review’s buyer’s guides and best practices), and those are great, but sometimes it’s best to do things the old fashioned way.

He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.”

It’s a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions. Data science is little more than using straight-forward steps to process raw data into actionable insight.

Cookbook: Proven Recipes for Data Analysis, Statistics, and GFraphics (O’reilly Cookbooks) “This book helps you perform data analysis with R quickly and efficiently. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression. Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you’re a beginner, R Cookbook will help get you started.

Only if you listen carefully, process it, analyze it and act on it, to move towards your next revolution. In this book, you will have gain tremendous insights, understanding and basics of Big Data and how it can helps to identify new growth areas and product opportunities, streamline their costs, increase their operating margins and above all;

If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.”

If you want to pick-up the skills you need to begin a new career or initiate a new project, reading this book will help you understand what technologies, programming languages, and mathematical methods on which to focus.”

Python Data Science Handbook: Essential Tools for Working with Data “Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data;

There are currently over a quintillion byte of data being created each and every day and if you aren’t considering how you can make the most of your share then you are already losing out to the competition. Understanding what this data truly means is key to succeeding in the marketplace these days and if you are looking for a way to give yourself an edge then Data Analytics is the book you have been waiting for.”

This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective.

Easy to read and informative, this lucid book covers everything important, with concrete examples, and invites the reader to join this field. The book contains case-lets from real-world stories at the beginning of every chapter.

With the tutorials in this hands-on guide, you’ll learn how to use the essential R tools you need to know to analyze data, including data types and programming concepts. The second half of Learning R shows you real data analysis in action by covering everything from importing data to publishing your results.

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (MIT Press) “After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning.

Loud Luxury feat. brando - Body (Official Lyric Video)

Stream Loud Luxury – Body now on Spotify: Listen or download ..

Ed Sheeran / James Blunt "Sacrifice" (Elton John) (2017)

Ed Sheeran / James Blunt "Sacrifice" (Elton John) (2017) ----------------------------------------------------- TARATATA N°513 - 02/2017 Ed Sheeran, James Blunt ...

Questioning the universe | Stephen Hawking

Professor Stephen Hawking asks some big questions about our universe -- How did the universe begin? How did life begin? Are we alone

The Human Microbiome: Emerging Themes at the Horizon of the 21st Century (Day 2)

The Human Microbiome: Emerging Themes at the Horizon of the 21st Century (Day 2) Air date: Thursday, August 17, 2017, 8:15:00 AM Category: Conferences ...

2011 Isaac Asimov Memorial Debate: The Theory of Everything

Can the entire universe be explained with a single, unifying theory? This is perhaps the most fundamental question in all of science, and it may also be the most ...

1.1 Radio Operating Techniques | Best Practice for Radio Users | Tait Radio Academy

The aim of all radio operators should be to get the message through with complete accuracy and minimum delay, so the least possible time is spent occupying ...

Big Data, Big Copyright

Event held: October 6, 2014 This talk covers recent and ongoing litigation involving new bulk uses of copyrighted work, and offers some thoughts about the ...

BoA 보아 'CAMO' MV

BoA's "CAMO" has been released. Listen and download on iTunes & Apple Music, Spotify, and Google Play Music: Coming Soon! BoA Official ...

Moments That Matter - Berkley and Rupert

Download Jurni (Requires iOS 7 or later. Compatible with iPod touch, iPhone, and iPad): Jurni is a ..