Calendar

Lecture meets 9:00-11:30 AM. Lab meets 1:00-5:00 PM unless a special event is listed.

Lecture slides on Box

Week 1 - Foundations

July 6
Lecture Introduction
Instructor: Baharan Mirzasoleiman / Omid Abari
DS Lab 1: Python Environment and Notebook Setup
TA: Jianhao Huang / Shanmu Wang. Final project groups will have 4 students.
July 7
Lecture Data collection and bias
Instructor: Baharan Mirzasoleiman
DS Lab 2: Data Analysis and Visualization
Heart dataset. TA: Jianhao Huang.
July 8
Lecture Data-to-cloud data connectivity: Wi-Fi, BLE
Instructor: Omid Abari
IoT Lab 3: WiFi, Wireshark, and CSI Collection
TA: Shanmu Wang.
July 9
Lecture Data-to-cloud data connectivity: 5G, LoRa
Instructor: Omid Abari
IoT Lab 4: IMU Activity and Gesture Recognition
TA: Shanmu Wang.
July 10
Lecture KNN and linear regression
Instructor: Baharan Mirzasoleiman
DS Lab 5: Linear Regression and KNN Regression
Appliance energy dataset. TA: Jianhao Huang.

Week 2 - Wireless Sensing and Model Evaluation

July 13
Lecture Battery-free IoT data collection: RFID and backscatter
Instructor: Omid Abari
IoT Lab 6: RFID Reader
TA: Shanmu Wang. Form final project groups.
July 14
Lecture Model selection and cross validation
Instructor: Baharan Mirzasoleiman
DS Lab 7: Linear Regression Big Lab
TA: Jianhao Huang / Shanmu Wang.
July 15
Lecture Location-aware IoT: AoA, ToF, GPS
Instructor: Omid Abari
Distinguished Faculty Lecture Series
3:00-5:00 PM. TA: Jianhao Huang / Shanmu Wang.
July 16
Lecture Regularization
Instructor: Baharan Mirzasoleiman
DS Lab 8: Train/Validation/Test Split and Polynomial Regression
TA: Jianhao Huang.
July 17
Lecture High-resolution spatial data sensing: UWB
Instructor: Omid Abari
IoT Lab 9: UWB Ranging and Bimanual Activity Recognition
TA: Shanmu Wang.

Week 3 - Classification, mmWave, and Acoustic IoT

July 20
Lecture Logistic regression
Instructor: Baharan Mirzasoleiman
DS Lab 10: Logistic Regression
TA: Jianhao Huang.
July 21
Lecture High-resolution spatial data sensing: FMCW, GPS
Instructor: Omid Abari
IoT Lab 11: mmWave FMCW Sensing
1:00-4:30 PM. TA: Shanmu Wang.
July 22
Lecture Multi-class logistic regression
9:00-10:30 AM. Instructor: Baharan Mirzasoleiman.
Project Project work
10:30-11:30 AM. TA: Jianhao Huang.
Project Project work
1:00-3:00 PM. TA: Shanmu Wang.
Distinguished Faculty Lecture Series
3:00-5:00 PM.
July 23
Lecture Acoustic IoT: underwater, noise cancellation
9:00-10:30 AM. Instructor: Omid Abari.
Project Project work
10:30-11:30 AM.
Project Project work
1:00-3:00 PM. TA: Shanmu Wang.
Project Project work
3:00-4:30 PM. TA: Jianhao Huang.
July 24
Lecture Neural network I
9:00-10:30 AM. Instructor: Baharan Mirzasoleiman.
Project Project work
10:30-11:30 AM. TA: Shanmu Wang.
Project Project work
1:00-3:00 PM. TA: Jianhao Huang.
Project Project work
3:00-4:30 PM. TA: Shanmu Wang.

Week 4 - Final Projects and Classification Lab

July 27
Lecture Neural network II
9:00-10:30 AM. Instructor: Baharan Mirzasoleiman.
Project Project work
10:30-11:30 AM. TA: Jianhao Huang.
Prof. Len Kleinrock Internet Birth Lecture and Tour
1:00-3:00 PM.
Project Project work
3:00-4:30 PM. TA: Shanmu Wang.
July 28
Lecture Data-driven IoT: smart city, agriculture, health, etc.
9:00-10:30 AM. Instructor: Omid Abari.
Project Project work
10:30-11:30 AM. TA: Shanmu Wang.
Project Project work
1:00-3:00 PM. TA: Jianhao Huang.
Project Project work
3:00-4:30 PM. TA: Shanmu Wang.
July 29
Project Poster and project preparation
9:00-11:30 AM. TA: Shanmu Wang.
Poster submission due
Submit posters by 12:00 PM (noon).
Project Project work
1:00-2:50 PM. TA: Jianhao Huang.
Project Project work
2:50-5:00 PM. TA: Shanmu Wang.
July 30
DS Lab 12: Classification Big Lab / Project work
9:00-11:30 AM. TA: Jianhao Huang.
Project System Evaluation 1
1:00-4:30 PM. TA: Jianhao Huang / Shanmu Wang.
July 31
Project Project work
9:00-10:30 AM. TA: Shanmu Wang.
Project Project work
10:30-11:30 AM. TA: Jianhao Huang.
Project System Evaluation 2
1:00-4:30 PM. TA: Jianhao Huang / Shanmu Wang.
August 1
Final project demo and presentation
Saturday morning, ending at 12:00 PM. Grand Horizons Ballroom.