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DS5110, Spring'23
Course Syllabus
Course Schedule
Lectures
Survey Form
Lecture 1: Introduction
Lecture 2: Basics
Lecture 3: GFS and MapReduce
Lecture 4: Apache Spark and RDDs
Project Introduction
Lecture 5: Python Parallel Processing
Midterm exam review
Lecture 6: Graph computing
Lecture 7: Cloud computing and cloud data systems
Lecture 8: Machine learning systems
Lecture 9: Database systems (learned index)
Lecture 10: Cloud Storage Systems (Amazon Dynamo)
Lecture 11: Datacenter Computing (An Alibaba Case Study)
Staff
Assignments
Assignment 0
Assignment 1
Assignment 2
Notebook Setup Tutorial
Project
Reading List
Lectures
Midterm exam review
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Midterm exam review
Slides
Midterm review:
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slides+notes
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PageRank persist example notes
Lecture video
Midterm review:
video