Gireeja Ranade, Bernhard E. Boser, Fall 2019

Notes by Vanshaj Singhania

Date | Lecture Topic |
---|---|

August 29 | Introduction |

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 |

All notes belong to me. All course content belongs to course staff.