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Statistical data treatment includes descriptive statistics, linear regression, hypothesis testing, and analysis of variance.
#Fityk peak fitting video how to
The authors show you how to use a spreadsheet to construct log diagrams and to plot the results. Operations include everything from basic arithmetic and cell formatting to Solver, Goal Seek, and the Data Analysis Toolpak. The exercises teaches you how to use Microsoft Excel using applications from statistics, data analysis equilibrium calculations, curve fitting, and more. This supplement can be used in any analytical chemistry course. Piegl (Review of the first edition, 2012).Īpplications of Microsoft Excel in Analytical Chemistry For the novice it is a good introductory book and the expert will appreciate the many examples and working code".
#Fityk peak fitting video code
It contains the basic formulas of curve fitting and related subjects and throws in, what is missing in so many books, the code to reproduce the results.All in all this is an interesting and useful book both for novice as well as expert readers. "'From curve fitting to machine learning' is. Readers with programming skills may easily port or customize the provided code. CIP is open-source and the detailed code used throughout the book is freely accessible.The target readerships are students of (computer) science and engineering as well as scientific practitioners in industry and academia who deserve an illustrative introduction. The character of an illustrative cookbook is complemented with specific sections that address more fundamental questions like the relation between machine learning and human intelligence.All topics are completely demonstrated with the computing platform Mathematica and the Computational Intelligence Packages (CIP), a high-level function library developed with Mathematica's programming language on top of Mathematica's algorithms. The primary goal is to be as illustrative as possible without hiding problems and pitfalls but to address them. 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. Along the way topics like mathematical optimization or evolutionary algorithms are touched. 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. Compact, fast and truly universal, this great tool will become your reliable aide for tasks of any complexity level.įrom Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence
#Fityk peak fitting video pro
MagicPlot Pro is exactly what you need for convenient and efficient data analysis, non-linear curve fitting and plotting. MagicPlot Pro offers nearly unlimited flexibility in exploring graphs, zooming in and out, scrolling, modifying data ranges and doing a lot more to get the job done faster.
The program features a modern user interface supporting configurable opacity of all elements, Unicode encoding, ultra-fast rendering of complex graphs with no flickering, and simultaneous display of multiple anti-aliased graphs with thousands of dots. This compact 2 MB program was written in Java and runs on any system with a Java virtual machine installed on it with no installation required. MagicPlot Pro supports export and import of values from CSV files via a convenient wizard with instant data preview, comes with a powerful integrated scientific calculator and automatically recalculates formulas following the updates of input data. A comprehensive set of graph editing tools makes it manifold easier to apply your creativity and knowledge, while a powerful multi-level undo/redo feature facilitates experiments and test fits, allowing you to make mistakes and roll-back to the previous step at any second.
#Fityk peak fitting video manual
Created by scientists for scientists, the software offers an unprecedented set of features and best-in-class flexibility for precise manual and automatic data analysis. An irreplaceable tool in the arsenal of any math student, researcher, scientist or engineer, MagicPlot Pro is a compact, powerful and efficient program for plotting, curve fitting and visual data analysis.
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