MATH 2055 Differential Equations + CSE3048 Signals and Systems
-
- Continuous Signals
- Dirac Delta Function
- Discrete Signals
- LTI systems
- Introduction to Complex Numbers
- Vector, sequence and function spaces.
- Discrete time Fourier Series and Transformations
- Continuous time Fourier Series and Transformations
- Properties of Continuous time Fourier Transformations
- Filtering, modulating and demodulating continuous signals
- Experiments in Python on Sound recording, modulation and demodulation.
CSE4117 MICROPROCESSORS
-
- Review of Digital Design
- Registers, Register Banks, Memory and Arithmetic-Logic Units
- A Verilog Tutorial 1: Circuit Design
- A Verilog Tutorial 2 : Circuit Simulation
- Introduction to Altera DE0 nano
- Basic I/O Devices
- Invertebrate: A simple Pocket Calculator
- Fish: A Calculator with code memory
- Frog: A Calculator that can load data into registers
- Reptile CPU
- Bird CPU: Introduction to Stack Operations
- Mammal CPU:Introduction to interrupts
- Advanced I/O Devices
- SDRAM
- future program
CSE 4288 MACHINE LEARNING
PROBABILITY AND STATISTICS NOTES
-
- Some Mathematical Preliminaries
- Sample spaces, events, and probability measures
- Random variables
- Functions of a Random Variable
- Moment generating functions
- Some Simple Distributions
- Exponential Family of distributions
- More complicated distributions
- Snedecor’s F-distribution and Student’s t-distribution
- Beta and Dirichlet Distributions
- Multivariate distributions
- Sample mean and sample variance
- Probabilistic inequalities
- Stochastic convergence
- Limit theorems
- Statistical inference
- Expectation maximization
- Hypothesis testing
- Linear regression