Blog

A collection of resources from http://www.ericstrong.org/Blog/. Files within this directory are licensed under GNU AGPLv3. Please cite this work using the following format:

Strong, E., Blog, (2017), Github repository, https://github.com/drericstrong/Blog

• Clustering

  • 20161110_ClusteringInvestigation- Investigating False Alarms in a Clustering Algorithm, Blog

• Data Exploration

  • 20161121_RegressionVisualization- Investigating Built Regression Models, Blog
  • 20161212_Predicting Abalone Rings Part 2- Exploring Abalone Dataset Using PCA, Blog

• Data Preprocessing

  • 20161017_TimeAligning1- Preprocessing Time Series Data, Blog
  • 20161018_TimeAligning2- Consequences of Improperly Preprecessing Time Series Data, Blog
  • 20161024_TimeAligning3- Correct Preprocessing Algorithm, Blog
  • 20161102_VLOOKUPAndApproximateMatch- Tips for Using VLOOKUP in Excel, Blog

• Fuzzy Logic

  • 20170204_FuzzyLogicLinearGaussian- Exploring Fuzzy Logic, Blog

• Management

  • 20161025_DataScienceLessonsLearnedRegister- Example of a Lessons Learned Register, Blog

• Markov Chain

  • 20161018_TimeAligning2- Evaluation of Compression Algorithm Using Markov Chain, Blog

• Monte Carlo

  • 20161220_Dice Advantage and Disadvantage- Monte Carlo Analysis of Max, Min of 20-Sided Data, Blog

• Neural Network

  • 20161216_Predicting Abalone Rings Part 3- Multilayer Perceptron Using Abalone Data, Blog

• Principal Component Analysis

  • 20161212_Predicting Abalone Rings Part 2- PCA Modeling of Abalone Dataset, Blog

• Regression Modeling

  • 20161121_RegressionVisualization- Visualization for Validating Regression Models, Blog
  • 20161207_AbalonePart1- Multiple Regression Models with Abalone Dataset, Blog

• Signal Processing

  • 20170106_DQ0 Transform In Python- Including Analysis of a Normal 3-Phase Voltage Signal, Blog

• Statistics

  • 20161220_Dice Advantage and Disadvantage- Statistical Analysis of Max, Min of 20-Sided Data, Blog
  • 20161228_Point Buy Vs. Random Rolls- Visualization of Distributions from Dice-Rolling Algorithms, Blog
  • 20161229_Point Buy Vs. Random Rolls Part 2- Visualization of Distributions from Dice-Rolling Algorithms, Blog
  • 20170119_Point Buy Vs. Random Rolls Part 3- Visualization of Distributions from Dice-Rolling Algorithms, Blog
  • 20170119_Point Buy Vs. Random Rolls Part 4- Visualization of Distributions from Dice-Rolling Algorithms, Blog
  • 20170119_Visualizing Dice Distributions- Visualization of Distributions from Dice-Rolling Algorithms, Blog