2.1 Todo

- create a map of techniques for solving specific problems.

- add a symbolic algebra package

Topics to Add/expand ??---------------------------------------------------

analysis of constrained path systems

Discrete math

Algebra

power series and Taylor series

Data

graphing data

error estimation

linear regression

curve fitting with splines

data representation graphs, tables and accuracy

statistical analysis of a system

Random Processes

random number generation

prediction of process outcome

Quality control

System Modeling

(ME) state space analysis

(ME) Eigenvalues and vectors

Advanced Calculus

(ME) Partial differential equations

(ECE) Laplace transforms

Convolution

Fast Fourier transforms

differential equations, state space and numerical integration

Optimization

(PDM) Searching convex/concave functions

(MO) Searching convex/concave functions

(MO) Gradient descent

(MO) Cost and penalty functions

Programming

programs - basic structure and execution

program entry points

syntax

Variable names

variable/data types

input

outputs

logical expression

conditional execution with ifs

for loops and conditions

functions/subroutines

input/output argument lists

defining a function

calling a function and dealing with return values

the difference between calling and defining a function

Discipline Specific

ECE

Frequency domain - Fourier, Bessel

EM Theory review

Feedback Control Theory

3 phase electrical theory