CS5481 Data Engineering

课程资料

• Lecture 2: Data Acquisition
• Tutorial 2: Introduction to Web Scraping
• Lecture 3: Data Preprocessing
• Tutorial 3: Data Preprocessing and Regular Expressions
• Lecture 4: Data Visualization
• Tutorial 4: Data Visualization
• Lecture 5: Large Language Models for Data Engineering
• Lecture 6: Large Language Models for Data Engineering and Data Engineering for Large Language Models
• Tutorial 6: Text-to-SQL and Query Processing
• Lecture 7: Data Indexing
• Lecture 8: Data Querying
• Lecture 9: Information Retrieval and Recommendations
• Lecture 10: Social Network Analysis and Anomaly Detection
• Lecture 11: Data Management