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Viser: Predictive Analytics - Microsoft® Excel 2016
Predictive Analytics Vital Source e-bog
Conrad Carlberg
(2017)
Predictive Analytics Vital Source e-bog
Conrad Carlberg
(2017)
Predictive Analytics Vital Source e-bog
Conrad Carlberg
(2017)
Predictive Analytics
Microsoft® Excel 2016
Conrad Carlberg
(2017)
Sprog: Engelsk
Detaljer om varen
- 2. Udgave
- Vital Source 180 day rentals (dynamic pages)
- Udgiver: Pearson International (Juli 2017)
- ISBN: 9780134683829R180
Bookshelf online: 180 dage fra købsdato.
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- 2. Udgave
- Vital Source 365 day rentals (dynamic pages)
- Udgiver: Pearson International (Juli 2017)
- ISBN: 9780134683829R365
Bookshelf online: 5 år fra købsdato.
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- 2. Udgave
- Vital Source 90 day rentals (dynamic pages)
- Udgiver: Pearson International (Juli 2017)
- ISBN: 9780134683829R90
Bookshelf online: 90 dage fra købsdato.
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Detaljer om varen
- Paperback: 384 sider
- Udgiver: Pearson Education (Juli 2017)
- ISBN: 9780789758354
EXCEL 2016 PREDICTIVE ANALYTICS FOR SERIOUS DATA CRUNCHERS!
Now, you can apply cutting-edge predictive analytics techniques to help your business win-and you don't need multimillion-dollar software to do it. All the tools you need are available in Microsoft Excel 2016, and all the knowledge and skills are right here, in this book!
Microsoft Excel MVP Conrad Carlberg shows you how to use Excel predictive analytics to solve real problems in areas ranging from sales and marketing to operations. Carlberg offers unprecedented insight into building powerful, credible, and reliable forecasts, helping you gain deep insights from Excel that would be difficult to uncover with costly tools such as SAS or SPSS.
Fully updated for Excel 2016, this guide contains valuable new coverage of accounting for seasonality and managing complex consumer choice scenarios. Throughout, Carlberg provides downloadable Excel 2016 workbooks you can easily adapt to your own needs, plus VBA code-much of it open-source-to streamline especially complex techniques.
Step by step, you'll build on Excel skills you already have, learning advanced techniques that can help you increase revenue, reduce costs, and improve productivity. By mastering predictive analytics, you'll gain a powerful competitive advantage for your company and yourself.
Learn the "how" and "why" of using data to make better decisions, and choose the right technique for each problem
- Capture live real-time data from diverse sources, including third-party websites
- Use logistic regression to predict behaviors such as "will buy" versus "won't buy"
- Distinguish random data bounces from real, fundamental changes
- Forecast time series with smoothing and regression
- Account for trends and seasonality via Holt-Winters smoothing
- Prevent trends from running out of control over long time horizons
- Construct more accurate predictions by using Solver
- Manage large numbers of variables and unwieldy datasets with principal components analysis and Varimax factor rotation
- Apply ARIMA (Box-Jenkins) techniques to build better forecasts and clarify their meaning
- Handle complex consumer choice problems with advanced logistic regression
- Benchmark Excel results against R results