2  Schedule

The schedule is subject to change. Here’s the most updated version:

Week Date Lecture Notes
1 Aug 25 (Tue) Introduction
First Third SENSORS
1 Aug 27 (Thu) Physical Principles of Sensing
2 Sep 1 (Tue) Electrical Circuits
2 Sep 3 (Thu) Fundamentals of Data Acquisition Assignment 1 released
3 Sep 8 (Tue) Signal Conditioning and Sampling
3 Sep 10 (Thu) Frequency Domain Analysis
4 Sep 15 (Tue) Frequency Domain Analysis (continued)
4 Sep 17 (Thu) Measurement Error and Uncertainty Assignment 1 due Fri Sep 18, 11:59 PM
Second Third DATA
5 Sep 22 (Tue) Time-Series Data: Representation and Processing Assignment 2 released
5 Sep 24 (Thu) Relational Databases and the Entity-Relationship Model
6 Sep 29 (Tue) The Structured Query Language (SQL)
6 Oct 1 (Thu) Database Design Principles
7 Oct 6 (Tue) Data Representation and Compression
7 Oct 8 (Thu) Progress Update: individual project meetings (no lecture) Written progress report due 11:59 PM
8 Oct 13 (Tue) FALL BREAK No Class
8 Oct 15 (Thu) FALL BREAK No Class
Last Third MODELS
9 Oct 20 (Tue) Principles of Statistical Learning Assignment 2 due 11:59 PM; solutions released at midnight
9 Oct 22 (Thu) MID-TERM EXAM Covers Sensors and Data
10 Oct 27 (Tue) Linear Models for Regression
10 Oct 29 (Thu) Linear Models for Classification
11 Nov 3 (Tue) DEMOCRACY DAY No Class
11 Nov 5 (Thu) Beyond Linearity
12 Nov 10 (Tue) Tree-Based Methods
12 Nov 12 (Thu) Unsupervised Learning
13 Nov 17 (Tue) Neural Networks and Sequential Models
Coda SENSORS, DATA, AND MODELS
13 Nov 19 (Thu) Putting It All Together Sensors, Data and Models
14 Nov 24 (Tue) Project Feedback / Guidance Session (Zoom)
14 Nov 26 (Thu) THANKSGIVING No Class
15 Dec 1 (Tue) Project Feedback / Guidance Session
15 Dec 3 (Thu) Project Feedback / Guidance Session

Additional Dates: