Class Dates: March 27, 31 and Apr 3, 7, 10
Class Time: 9:30 – 12:30
Class Venue: ATC-B4
Lectures 6 and 7: Python for Data Analytics
Slides (No Answers) Slides (With Answers)
Access your LLM assistants:
Codes used in class:
Visualize your scatter plot and regression
MNL for digit recognition
CNN for digit recognition
Annimated GIF
KPI Figure
Chord Diagram
Prompts:
MNL (GPT 4o)
MNL for digit recognition (GPT 4o)
CNN for digit recognition (GPT 4o)
Pie Chart (GPT 4o)
Dumbbell Chart (POE assistant)
Docut Chart (POE assistant)
Pyramid GIF (POE assistant)
Temperature Plot (POE assistant)
KPI Plot (POE assistant)
Assignment Due: April 5, 2025, 23:59 PM.
Lecture 8: Advanced Algorithms
Slides (No Answers) Slides (With Answers)
Codes used in class:
K-means
Image Compression
Calculating Pi
Shortest Path
Hanoi Tower
Prompts:
K-means (POE assistant)
K-means APP (POE assistant)
Silhouette Score (POE assistant)
Calculating Pi (POE assistant)
Shortest Path (POE assistant)
Hanoi Tower (POE assistant)
Lecture 9: Unstructured Data
Slides (No Answers) Slides (With Answers)
Codes:
Most Frequent Words
My Image APP
Convolution APP
Prompts:
Frequent Words (POE assistant)
Topic Models (POE assistant)
Image APP (POE assistant)
Image Convolution (POE assistant)
Lecture 10: API, Scraping, and Class Review
Peer Evaluation for First Assignment: Link
Codes:
Temperature
Tranlation
Flight Checking
DeepSeek
Article Titles
Article Links
Article Abstracts
LDA for Economics
Scraping Photos
Prompts:
Download Article Titles (POE assistant)
Get Article Links (POE assistant)
Get an Individual Abstract (POE assistant)
Get Abstracts from an Issue (POE assistant)
Download Photos (POE assistant)