**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying calculus to equations or physical systems.

**Introduction**

This article will introduce functions.

There are many calculus references, the one I like to use is Calculus by Larson, Edwards and Hostetler.

This also assumes you are familiar with Python or can stumble your way through it.

Tags:

**Data Availability**

Data is usually made available by two means: reliability and ports of entry (i.e. redundancy).

Effort has been made to buy reliable hardware. Top of the line SSD, motherboard, memory, CPU and power supplies are used in the server.

Data is made redundant by providing multiple on-line copies of data. This is achieved primarily through a RAID1 mirror and protects against bad sectors and disk failures.

At some point I should add a small UPS to protect against power outages and brown outs.

**Introduction**

Time to upgrade my ailing, 99% filled 350GB spinning disk mirror.

There were several end user requirements:

**Overview**

This entry covers the technical details of the implementation.

I approached this by breaking down the stack into individual steps and then I conduct performance, security and data management reviews.

**The Physical Stack**

- Storage Devices
- Storage Controller
- Server
- Network
- Site
- User

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will attempt to organize the previous series of articles into a decision tree allowing you to quickly choose the best method for a particular problem.

**Procedure**

First, ask yourself some questions about your data and the type of answer you need.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of Markov Chains. This can be used to analyze models with cyclic or or repeated outcomes.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of Leontief Input-Output Models. This can be used to analyze macroeconomic models of production.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of adjacency matrices to analyze interconnected vertices (for example map or network data).

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use polynomial interpolation.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of least squares fit real data to a polynomial.