(Ilmumisaeg: 01-Nov-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040145067)
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data o...Loe edasi...
(Ilmumisaeg: 01-Nov-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040145043)
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data o...Loe edasi...
Sari: Challenges in Geotechnical and Rock Engineering
(Ilmumisaeg: 07-Aug-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040097779)
Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of...Loe edasi...
Sari: Challenges in Geotechnical and Rock Engineering
(Ilmumisaeg: 07-Aug-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040097823)
Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of...Loe edasi...
The surging predictive analytics market is expected to grow from 10.5 billion today to 28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive...Loe edasi...
The surging predictive analytics market is expected to grow from 10.5 billion today to 28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive...Loe edasi...
Bernd Bischl, Raphael Sonabend, Lars Kotthoff, Michel Lang
(Ilmumisaeg: 18-Jan-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781003830580)
mlr3 is an award-winning ecosystem of R packages that have been developed to enable state-of-the-art machine learning capabilities in R. Applied Machine Learning Using mlr3 in R gives an overview of flexible and robust machine learning methods, with...Loe edasi...
Bernd Bischl, Raphael Sonabend, Lars Kotthoff, Michel Lang
(Ilmumisaeg: 18-Jan-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781003830573)
mlr3 is an award-winning ecosystem of R packages that have been developed to enable state-of-the-art machine learning capabilities in R. Applied Machine Learning Using mlr3 in R gives an overview of flexible and robust machine learning methods, with...Loe edasi...
(Ilmumisaeg: 22-Sep-2023, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000958249)
Machine Learning Toolbox for Social Scientists covers predictive methods with complementary statistical "e;tools"e; that make it mostly self-contained. The inferential statistics is the traditional framework for most data analytics courses in...Loe edasi...
(Ilmumisaeg: 22-Sep-2023, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000958270)
Machine Learning Toolbox for Social Scientists covers predictive methods with complementary statistical "e;tools"e; that make it mostly self-contained. The inferential statistics is the traditional framework for most data analytics courses in...Loe edasi...
(Ilmumisaeg: 02-Aug-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031333903)
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects, each fur...Loe edasi...
(Ilmumisaeg: 02-Aug-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031333903)
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects, each fur...Loe edasi...
(Ilmumisaeg: 13-Jul-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031310119)
This book introduces the concept of "e;bespoke learning"e;, a new mechanistic approach that makes it possible to generate values of an output variable at each designated value of an associated input variable. Here the output variable generall...Loe edasi...
(Ilmumisaeg: 13-Jul-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031310119)
This book introduces the concept of "e;bespoke learning"e;, a new mechanistic approach that makes it possible to generate values of an output variable at each designated value of an associated input variable. Here the output variable generall...Loe edasi...
(Ilmumisaeg: 25-May-2023, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000876680)
This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-k...Loe edasi...
(Ilmumisaeg: 25-May-2023, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000876659)
This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-k...Loe edasi...
(Ilmumisaeg: 26-Apr-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031199349)
This third edition expands on the original material. Large portions of the text have been reviewed and clarified. More emphasis is devoted to machine learning including more modern concepts and examples. This book provides the reader with the main co...Loe edasi...
John Lee, Jow-Ran Chang, Lie-Jane Kao, Cheng-Few Lee
(Ilmumisaeg: 23-Mar-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031142833)
This advanced textbook for business statistics teaches, statistical analyses and research methods utilizing business case studies and financial data with the applications of Excel VBA, Python and R. Each chapter engages the reader with sample data dr...Loe edasi...
