# Electrical Engineering 16A: Designing Information Devices and Systems I

Gireeja Ranade, Bernhard E. Boser, Fall 2019  
Notes by Vanshaj Singhania

| Date      | Lecture Topic              |
| --------- | -------------------------- |
| August 29 | [Introduction](lec01.html) |

## Module 1

| Date         | Lecture Topic                                                |
| ------------ | ------------------------------------------------------------ |
| August 29    | [Imaging](lec01#module-1--imaging.html)                      |
| September 3  | [Vectors & Gaussian Elimination](lec02.pdf)                  |
| September 5  | [Gaussian Elimination & Matrix-Vector Multiplication](lec03.pdf) |
| September 10 | [Proofs & Linear Dependence](lec04.pdf)                      |
| September 12 | [Linear Dependence, Linear Transformations, Matrix-Matrix Multiplication](lec05.pdf) |
| September 17 | [Matrix Inversion](lec06.pdf)                                |
| September 19 | [Null Spaces](lec07.pdf)                                     |
| September 24 | [Spaces](lec08.pdf)                                          |
| September 26 | [Eigenvalues, Eigenvectors, Eigenspaces](lec09.pdf)          |
| October 1    | [More Eigenstuff & Recap](lec10.pdf)                         |

## Module 2

| Date       | Lecture Topic                                                |
| ---------- | ------------------------------------------------------------ |
| October 3  | [Introduction to Circuits](lec11.pdf)                        |
| October 8  | [Node Voltage Analysis](lec12.pdf)                           |
| October 15 | [Power, Energy, Passive Sign Convention, 2D Touch](lec13.pdf) |
| October 17 | [Equivalence, Amplifiers, Superposition](lec14.pdf)          |
| October 22 | [Thevenin, Norton Equivalence](lec15.pdf)                    |
| October 24 | [Capacitors](lec16.pdf)                                      |
| October 29 | [Capacitive Touch, Comparators, Energy](lec17.pdf)           |
| October 31 | [Capacitive Touch Drift, Operational Amplifiers](lec18.pdf)  |
| November 5 | [Gain, NVA for Op-Amps, Current Sources](lec19.pdf)          |
| November 7 | [Circuit Design](lec20.pdf)                                  |

## Module 3

| Date        | Lecture Topic                                               |
| ----------- | ----------------------------------------------------------- |
| November 12 | [ML Problem 1: Classification](lec21.pdf)                   |
| November 14 | [ML Problem 2: Estimation](lec22.pdf)                       |
| November 19 | [ML Problem 3: Fitting Data Using Least Squares](lec23.pdf) |
| November 21 | [ML Problem 4: Prediction](lec24.pdf)                       |
| November 26 | [Greedy Algorithms for Machine Learning](lec25.pdf)         |
| December 3  | [Orthogonal Matching Pursuit Continued](lec26.pdf)          |
| December 5  | [OMP for Imaging, Validation](lec27.pdf)                    |



Date	Lecture Topic
August 29	Imaging
September 3	Vectors & Gaussian Elimination
September 5	Gaussian Elimination & Matrix-Vector Multiplication
September 10	Proofs & Linear Dependence
September 12	Linear Dependence, Linear Transformations, Matrix-Matrix Multiplication
September 17	Matrix Inversion
September 19	Null Spaces
September 24	Spaces
September 26	Eigenvalues, Eigenvectors, Eigenspaces
October 1	More Eigenstuff & Recap

Date	Lecture Topic
October 3	Introduction to Circuits
October 8	Node Voltage Analysis
October 15	Power, Energy, Passive Sign Convention, 2D Touch
October 17	Equivalence, Amplifiers, Superposition
October 22	Thevenin, Norton Equivalence
October 24	Capacitors
October 29	Capacitive Touch, Comparators, Energy
October 31	Capacitive Touch Drift, Operational Amplifiers
November 5	Gain, NVA for Op-Amps, Current Sources
November 7	Circuit Design

Date	Lecture Topic
November 12	ML Problem 1: Classification
November 14	ML Problem 2: Estimation
November 19	ML Problem 3: Fitting Data Using Least Squares
November 21	ML Problem 4: Prediction
November 26	Greedy Algorithms for Machine Learning
December 3	Orthogonal Matching Pursuit Continued
December 5	OMP for Imaging, Validation