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From Curve Fitting to Machine Learning
Achim Zielesny
€ 305.59
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Description for From Curve Fitting to Machine Learning
Hardback. Experimental data analysis is at the core of scientific inquiry, and computers have taken this function to a new level. This volume is an interactive guide to complex modern analytical processes from non-linear curve fitting to clustering and machine learning. Series: Intelligent Systems Reference Library. Num Pages: 513 pages, 143 black & white illustrations, 200 colour illustrations, biography. BIC Classification: KJQ; PBU; TBJ; UNF; UYQ. Category: (G) General (US: Trade). Dimension: 235 x 155 x 29. Weight in Grams: 931.
This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Along the way topics like mathematical optimization or evolutionary algorithms are touched. All concepts and ideas are outlined in a clear cut manner with graphically depicted plausibility arguments and a little elementary mathematics.The major topics are extensively outlined with exploratory examples and applications. The primary goal is to be as illustrative as possible without hiding problems and pitfalls but to address them. The character of an illustrative cookbook is complemented ... Read more
This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Along the way topics like mathematical optimization or evolutionary algorithms are touched. All concepts and ideas are outlined in a clear cut manner with graphically depicted plausibility arguments and a little elementary mathematics.The major topics are extensively outlined with exploratory examples and applications. The primary goal is to be as illustrative as possible without hiding problems and pitfalls but to address them. The character of an illustrative cookbook is complemented ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Springer International Publishing AG Switzerland
Number of pages
513
Condition
New
Series
Intelligent Systems Reference Library
Number of Pages
498
Place of Publication
Cham, Switzerland
ISBN
9783319325446
SKU
V9783319325446
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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