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Automated Machine Learning : Methods, Systems, Challenges
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML …
- Edition
- -
- ISBN/ISSN
- 978-3-030-05318-5
- Collation
- XIV, 219 halaman
- Series Title
- -
- Call Number
- 006.31 AUT
Beginning Big Data with Power BI and Excel 2013
In Beginning Big Data with Power BI and Excel 2013, you will learn to solve business problems by tapping the power of Microsoft’s Excel and Power BI to import data from NoSQL and SQL databases and other sources, create relational data models, and analyze business problems through sophisticated dashboards and data-driven maps. While Beginning Big Data with Power BI and Excel 2013 covers pro…
- Edition
- -
- ISBN/ISSN
- 978-1-4842-0529-7
- Collation
- XIX, 246
- Series Title
- -
- Call Number
- 004
Beginning App Development with Parse and PhoneGap
Beginning App Development with Parse and PhoneGap teaches you how to start app development with Parse and PhoneGap: free and open source software. Using the building block languages of the web--HTML, JavaScript, and CSS--you’ll be on your way to creating a fully working product with minimal effort as fast as possible. With over 25 years' of combined experience, the authors make daunting tasks…
- Edition
- -
- ISBN/ISSN
- 978-1-4842-0235-7
- Collation
- XXV, 300
- Series Title
- -
- Call Number
- 004
Beginning Android Wearables : With Android Wear and Google Glass SDKs
Beginning Android Wearables gives you the skills you need to make effective apps for Android Wear-based smartwatches, fitness bracelets, connected home wearable controllers, and Google Glass. Delight your users by giving them access to the information they'll need at the tips of their fingers. This book is very practical and contains many examples that not only show you how to write code for…
- Edition
- -
- ISBN/ISSN
- 978-1-4842-0517-4
- Collation
- XXIII, 512
- Series Title
- -
- Call Number
- 004
Modeling and Stochastic Learning for Forecasting in High Dimensions
The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry. Forecasting and time series prediction have enjoyed considerable attention over the last few decades, fostered by impressive advances in observational capabilities and measurement procedures. On June 5-7, 2013, an internat…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-18731-0
- Collation
- X
- Series Title
- Lecture Notes in Statistics
- Call Number
- -
Beginning Android
Get started in creating marketable apps for the burgeoning Android market. Begin your journey by learning the essentials of programming for phones and tables that are built around Google's wildly-successful Android platform. Beginning Android, Fifth Edition is fresh with details on the latest iteration of the Android 5 and earlier versions. Google’s Android operating-system has taken the i…
- Edition
- -
- ISBN/ISSN
- 978-1-4302-4687-9
- Collation
- XXV, 411
- Series Title
- -
- Call Number
- 004
Modelling and Control of Dynamic Systems Using Gaussian Process Models
This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of …
- Edition
- 1
- ISBN/ISSN
- 978-3-319-21020-9
- Collation
- XVI, 267
- Series Title
- Advances in Industrial Control
- Call Number
- -
Physical Modeling in MATLAB
Most books that use MATLAB are aimed at readers who know how to program. This book is for people who have never programmed before. As a result, the order of presentation is unusual. The book starts with scalar values and works up to vectors and matrices very gradually. This approach is good for beginning programmers, because it is hard to understand composite objects until you understand basic…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- -
- Series Title
- -
- Call Number
- 005 DOW p
Everything You Wanted to Know About Data Analysis and Fitting but Were Afraid…
These notes describe how to average and fit numerical data that have been obtained either by simulation or measurement. Following an introduction on how to estimate various average values, they discuss how to determine error bars on those estimates, and how to proceed for combinations of measured values. Techniques for fitting data to a given set of models will be described in the second part o…
- Edition
- -
- ISBN/ISSN
- 978-3-319-19051-8
- Collation
- 4 b/w illustrations, 11 illustrations in colour
- Series Title
- -
- Call Number
- -
Modern Methodology and Applications in Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized methodological and applied aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter deals with non-parametric Bayesian inference via a recently developed framework known a…
- Edition
- 1
- ISBN/ISSN
- 978-4-431-55338-0
- Collation
- XV
- Series Title
- SpringerBriefs in Statistics
- Call Number
- -
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