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Monitoring School Meal Quality - 1
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Module 2
Data Acquisition & Exploratory Analysis
1
PRAW Fundamentals: Scraping Reddit Community Data
Use the PRAW library to scrape text and metadata from a target Reddit community.
2
Web Scraping for File Downloads
Write a Python script using `requests` and `BeautifulSoup` to download files (images, documents) from a public web portal.
3
Structuring Multimodal Data for Organization
Organize the collected multimodal data (images, text, metadata) into a structured file system.
4
Text Data Exploration for Theme and Category Identification
Perform exploratory data analysis on text data to identify common themes and complaint categories.
5
Image Preprocessing: Metadata Analysis and Visual Inspection
Analyze image metadata (dimensions, formats) and visually inspect a sample to inform preprocessing strategies.
Previous module
Project Setup & PyTorch Fundamentals
Next module
Image Data Preparation & Annotation Strategy