by Nikolai Shokhirev

This is a series of introductory tutorials in science, computing, data processing, modeling

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- Algorithms 

• Hidden Markov models (HMM)
• TEA Encryption algorithm

- Quantitative playground

• Black-Scholes equation
• Binomial option pricing
• Monte-Carlo method
• Differential Equations

- Bioinformatics

• Bioinformatics for Non-Biologists
• Motif, Pattern recognition - links
• Geometric hashing - links

- Data and signal processing

• Experimental error estimation
• Error amplification
• Error propagation
• Use of correlation for pattern size extraction
• Orthogonal basis functions (The power of orthogonality)
• Interpolation, Extrapolation, Smoothing
• Signal processing

- Statistics

• Definitions
• Distributions
• Multivariate correlations
• Principal Component Analysis
• Panel Data Analysis

- Indirect measurements

• Basics of indirect and remote measurements
• Singular Value Decomposition
• Analysis of accuracy and resolution of reconstruction
• Processing of indirect measurements

- Optimization

• Optimization algorithms
• Optimization in chemistry

- NMR tutorials

• NMR tutorials
• Temperature dependence of NMR paramagnetic shifts

- Units of Measures

• SI units, Basic interactions, Dimensions and units
• Numeric values of the fundamental constants,
• Energy Units, Magnetic resonance in SI units

- Scientific Programming

• Scientific programming links
• C++ and Object Pascal tutorials
•  

- Mathematical methods 

• Linear algebra

- Physics 

• Mechanics
• Hard-sphere dynamics
• Kinetics

- Practical numerical methods 

• Introduction
• Floating-point calculations
• Downloads

- Modeling 

- SQLite / SQL Tutorials

• Basic SQL
• More SQL (Aggregate functions)
• SQL Joins
• Triggers

- Information technologies

• SQLite and PHP (Ref DB tutorial)
• Web Development

- XSL Transformation tutorial

• XSL Transformation
• XSLtransformer

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Please e-mail me at nikolai@shokhirev.com

©Nikolai Shokhirev, 2001-2010