## Warning: package 'dplyr' was built under R version 3.4.2

Date	Topic	Reading	Assignments	Code.reviews
9/8	Introduction to distributed parallel processing and overview of applications in data analytics
9/12	Processing data concurrently and in parallel	JMM
9/15	Reproducibility, Measurements, Performance evaluation	HTDG 1-2	A0
9/19	Programming with Map Reduce	MR04, HTDG 3-4
9/22	Programming with Map reduce	HTDG 5-6	A1
9/26	Implementing Hadoop	HTDG 7-8		A1
9/29	Implementing Hadoop	MAS11, J+12, HTDG 9	A2
10/3	Beyond Map Reduce	S14, SK12, R+12		A2
10/6	Beyond Map Reduce	HTDG 16-18	A3
10/10	Data-parallel pipelines	HTDG 18, FJ10
10/13	Midterm evaluation	—	A4
10/17	Scala: an Introduction	O+04		A4
10/20	Spark: Basics	HTDG 19, Z+12	A5
10/24	Spark: Basics	KKWZ 1-6		A5
10/27	Spark: Accumulators and broadcast variables	KKWZ 9, OS6	A6
10/31	Guest lecture: Working at a big data startup			A6
11/3	Spark: Relational databases	KKWZ 6	A7
11/7	Spark: SparkR	A+15, KKWZ 7, M+16		A7
11/10	[ Veterans’ Day ]
11/14	Spark: Scaling	KKWZ 10, AD15
11/17	Spark: Streaming	B+16, S+16	Project
11/21	H2O		Project
11/24	[ Thanksgiving ]
12/1	TensorFlow	A+16	Project
12/5	Final exam and Project Presentations		Project
12/8	Final exam and Project Presentations		Project