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DS5110, Spring'23
Course Syllabus
Course Schedule
Lectures
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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
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Learning Objectives:
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by Wed, 01/18/2023, before the first lecture.