| 1 (1/17) |
Course Overview |
|
| 1 (1/19) |
Data Architectures |
|
| 2 (1/22) |
Reading Papers / Data Architectures |
R-1 (clusters, borg) |
| 2 (1/24) |
Machines and Networks |
|
| 2 (1/26) |
Machines and Networks |
Q-1 |
| 3 (1/29) |
GCP Basics and System Properties |
HW-1 (gcp, cloud storage) |
| 3 (1/31) |
System Properties |
|
| 3 (2/2) |
Cluster Management |
|
| 4 (2/5) |
Cluster Management |
R-2 (gfs, mr) |
| 4 (2/7) |
Distributed File Systems |
|
| 4 (2/9) |
Distributed FIle Systems |
Q2 |
| 5 (2/12) |
BigQuery Basics |
HW-2 (bq) |
| 5 (2/14) |
Map Reduce |
|
| 5 (2/16) |
Map Reduce |
|
| 6 (2/19) |
No Class: President's Day Holiday |
|
| 6 (2/21) |
Map Reduce |
|
| 6 (2/23) |
Map Reduce Examples |
Q3 |
| 7 (2/26) |
Looker Studio Overview |
HW-3 (looker) |
| 7 (2/28) |
Data Warehouse Concepts |
|
| 7 (3/1) |
Exam 1 |
|
| 8 (3/4) |
Data Processing Architectures |
R-3 (dremel, spark) |
| 8 (3/6) |
Data Processing Architectures |
|
| 8 (3/8) |
Query Processing |
|
| (3/11-3/15) |
No Class: Spring Break |
|
| 9 (3/18) |
Dataproc (Spark) Basics, Query Processing |
HW-4 (spark), Project |
| 9 (3/20) |
Query Processing |
|
| 9 (3/22) |
Query Processing |
Q4 |
| 10 (3/25) |
Query Processing |
R-4 (dataflow) |
| 10 (3/27) |
Open Data Formats (intro) |
|
| 10 (3/29) |
No Class: Good Friday |
|
| 11 (4/1) |
No Class: Easter Holiday |
|
| 11 (4/3) |
BQ ML Overview, Open Data Formats (cont) |
HW-5 (bq ml) |
| 11 (4/5) |
Open Data Formats (PAX, Parquet) |
Proj part 1 due |
| 12 (4/8) |
Open Data Formats (Parquet details) |
|
| 12 (4/10) |
SQL on MapReduce |
|
| 12 (4/12) |
SQL on MapReduce |
Q5, R-5 (tensorflow) |
| 13 (4/15) |
SQL on MapReduce |
|
| 13 (4/17) |
Distributed SQL: Presto |
HW-6 (pipelines) |
| 13 (4/19) |
Exam 2 |
|
| 14 (4/22) |
Pub/Sub, Dataflow |
Proj part 2 due |
| 14 (4/24) |
Distributed SQL: Presto |
|
| 14 (4/26) |
Distributed SQL: Presto |
Q6 |
| 15 (4/29) |
Distributed SQL: Presto |
|
| 15 (5/1) |
Distributed SQL: Dremel |
|
| 15 (5/3) |
Wrap Up |
Make-Up Quiz |
| 16 (5/8) |
FINAL EXAM, WED, 3:30-5:30 |
Proj due (5/10) |