Link Search Menu Expand Document

Civil Engineering Analytics and Data Visualization 📊

National University of Singapore (NUS), Fall 2024

Xiaogang HE he/him

📧 hexg@nus.edu.sg

📍 E2-02-06 (office)

This course aims to introduce basic data science concepts and visualization techniques to students who are interested in climate, buildings, environment, etc. Students will gain hands-on experience in terms of how to mine, model and visualize data to tell a compelling story of global challenges (e.g., emerging climate crisis).

Read more…

Find Slides and Recordings on Canvas

Week 8 - Welcome to CE3201 👏

Oct 7
Lecture   1 Introduction
[Slides] [Recordings]
Oct 9
Tutorial 1 Python, Numpy
[Exercise] [Solution]

Week 9

Oct 14
Lecture   2 Probability/Statistics
[Slides] [Recordings]
Oct 16
Tutorial 2 Pandas
[Exercise] [Solution]

Week 10

Oct 21
Lecture   3 Extreme Value Analysis
[Slides] [Recordings]
HW#1 out
Oct 23
Tutorial 3 Scipy + Work on HW#1
[Exercise] [Solution]
Oct 25
Project out
[Project Description]

Week 11

Oct 28
Lecture   4 From Data to Visualization
[Slides] [Recordings]
Oct 30
Tutorial 4 Work on HW#1
Nov 3
HW#1 due

Week 12

Nov 4
Lecture   5 Figure Design
[Slides] [Recordings]
HW#2 OUT
Nov 6
Tutorial 5 Matplotlib + Work on HW#2

Week 13

Nov 11
Lecture   6 Storytelling with Data
[Slides] [Recordings]
Nov 13
Tutorial 6 Work on HW#2
Nov 17
HW#2 due

Examination Week

Dec 3
Visualizing Climate Change’s Impact on Energy Demand for Cooling Buildings in Southeast Asia under Extreme Heat
[Project Description]
Project Due

Image of NUS Campus

This website is in progress and all content is subject to change.


Xiaogang HE © 2021 CC BY-NC-SA 4.0

Page last modified: Nov 4 2024 at 03:24 AM.