01 welcome-to-course-2 (97.7 MB)
03 course-2-overview (5.95 MB)
04 different-types-of-source-systems (21.35 MB)
05 relational-databases (28.06 MB)
06 sql-queries (25.26 MB)
08 nosql-databases (21.5 MB)
09 database-acid-compliance (19.85 MB)
10 lab-walkthrough-interacting-with-amazon-dynamodb-nosql-database (29.44 MB)
11 object-storage (15.21 MB)
12 logs (16.18 MB)
13 streaming-systems (24.95 MB)
01 lesson-overview (11.89 MB)
02 connecting-to-source-systems (17.24 MB)
04 basics-of-iam-and-permissions (28.81 MB)
06 basics-of-networking-in-the-cloud (21.05 MB)
07 aws-networking-overview-vpcs-subnets (47.8 MB)
08 aws-networking-internet-gateway-nat-gateway (43.3 MB)
09 aws-networking-route-tables (22.25 MB)
10 aws-networking-network-acls-security-groups (30.5 MB)
12 lab-walkthrough-troubleshooting-database-connectivity-on-aws (62.16 MB)
01 week-1-summary (6 MB)
01 week-2-overview (10.65 MB)
02 data-ingestion-on-a-continuum (25.63 MB)
01 conversation-with-a-marketing-analyst (59.75 MB)
02 etl-vs-elt (28.14 MB)
04 rest-api (13.37 MB)
05 lab-walkthrough-batch-processing-to-get-data-from-an-api (47.06 MB)
01 conversation-with-a-software-engineer (109.03 MB)
02 streaming-ingestion-details (20.8 MB)
03 kinesis-data-streams-details (26.52 MB)
06 lab-walkthrough-streaming-ingestion (24.41 MB)
01 week-2-summary (8.49 MB)
01 week-3-overview (12.91 MB)
02 optional-conversation-with-chris-bergh (184.3 MB)
03 dataops-automation (14.59 MB)
04 infrastructure-as-code (23.78 MB)
05 terraform-creating-an-ec2-instance (48.1 MB)
06 terraform-defining-variables-and-outputs (32.89 MB)
07 terraform-defining-data-sources-and-modules (34.78 MB)
09 lab-walkthrough-implementing-dataops-with-terraform (37.69 MB)
01 data-observability (20.88 MB)
02 optional-conversation-with-barr-moses (356.91 MB)
04 monitoring-data-quality (18.42 MB)
05 optional-conversation-with-abe-gong (122.16 MB)
06 great-expectations-core-components (12.06 MB)
07 great-expectations-workflow-example (27.86 MB)
08 optional-conversation-with-chad-sanderson (168.81 MB)
09 amazon-cloudwatch (24.16 MB)
01 week-3-summary (4.89 MB)
01 week-4-overview (10.04 MB)
02 before-orchestration (20.98 MB)
03 evolution-of-orchestration-tools (21.4 MB)
04 orchestration-basics (19.74 MB)
01 airflow-core-components (13.8 MB)
02 airflow-the-airflow-ui (18.12 MB)
03 airflow-creating-a-dag (22.21 MB)
05 airflow-xcom-and-variables (27.56 MB)
07 airflow-taskflow-api (20.27 MB)
09 orchestration-on-aws (22.07 MB)
01 course-2-summary (9.36 MB)