Skip to main content
Link
Search
Menu
Expand
Document
(external link)
DS5110, Spring'25
Course Syllabus
Course Schedule
Lectures
Lecture 1: Introduction
Lecture 2: AWS Academy, EC2, and Linux shell
Lecture 3: Processes, threads
Lecture 4: Caching
Lecture 5: Python data types
Lecture 6: Python parallel processing
Lecture 7: GFS/HDFS and MapReduce
Lecture 8: Spark
Midterm review
Lecture 9: Ray
Lecture 10: GenAI at Amazon
Lecture 11: LLMs as OS
Lecture 12: LLM agent fairness
Lecture 13: Cloud computing fundamentals
Lecture 14: Scaling LLM serving
Lecture 15: LLM compression, training, and serving
Lecture 16: Serverless computing
Lecture 17: GPU-efficient notebook
Lecture 18: AWS S3
Lecture 19: Amazon Dynamo
Final review
Staff
Assignments
Assignment 0
Assignment 1
Assignment 2
Assignment 3
Assignment 4
Reading List
Resources
Last updated: |
Permalink
Resources
Lecture snippets