1 Important Prerequisites.mp4 (4.3 MB)
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2 Course Objectives.mp4 (8.62 MB)
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3 Who I am.mp4 (7.86 MB)
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4 Development Environment.mp4 (3.13 MB)
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4 1 airflow-materials.zip (23.82 MB)
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5 A word for you.mp4 (13.75 MB)
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1 What to expect from Airflow 2 0.mp4 (32.54 MB)
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1 Introduction.mp4 (1.26 MB)
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2 Why Airflow.mp4 (9.21 MB)
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3 What is Airflow.mp4 (13 MB)
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4 How Airflow works.mp4 (15.33 MB)
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5 [Practice] Installing Airflow.mp4 (71.05 MB)
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6 [Practice] Quick tour of Airflow UI.mp4 (64.24 MB)
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7 [Practice] Quick tour of Airflow CLI.mp4 (8.01 MB)
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8 [Practice] Controlling your DAGs with the CLI.mp4 (61.26 MB)
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1 Introduction.mp4 (3.61 MB)
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10 [Practice] Downloading the forex rates from the API - PythonOperator.mp4 (52.14 MB)
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11 [Practice] Saving the forex rates in the HDFS - BashOperator.mp4 (46.23 MB)
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12 [Practice] Creating the Hive table forex rates - HiveOperator.mp4 (54.51 MB)
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13 [Practice] Processing the forex rates with Spark - SparkSubmitOperator.mp4 (59.22 MB)
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14 [Practice] Sending an email notification - EmailOperator.mp4 (60.48 MB)
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15 [Practice] Sending a Slack notification - SlackAPIPostOperator.mp4 (65.82 MB)
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16 Operator Relationships and Bitshift Composition.mp4 (10.69 MB)
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17 [Practice] Adding dependencies between tasks.mp4 (18.26 MB)
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18 [Practice] The Forex Data Pipeline in action!.mp4 (35.65 MB)
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2 Docker reminder.mp4 (31.39 MB)
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3 Troubleshoot Docker performances on MacOS.mp4 (55.01 MB)
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4 Project The Forex Data Pipeline.mp4 (18.87 MB)
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5 What is a DAG.mp4 (21.85 MB)
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6 [Practice] Defining your first DAG.mp4 (61.31 MB)
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7 What is an Operator.mp4 (24.91 MB)
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8 [Practice] Checking if the API is available - HttpSensor.mp4 (88.47 MB)
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9 [Practice] Checking if the currency file is available - FileSensor.mp4 (63.23 MB)
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1 Introduction.mp4 (3 MB)
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10 How to structure your DAG folder.mp4 (25.95 MB)
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11 [Practice] Organizing your DAGs folder.mp4 (73 MB)
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12 [Practice] How the Web Server works.mp4 (61.59 MB)
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13 How to deal with failures in your DAGs.mp4 (13.05 MB)
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14 [Practice] Retry and Alerting.mp4 (133.05 MB)
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15 How to test your DAGs.mp4 (26.96 MB)
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16 [Practice] Unit testing your DAGs.mp4 (127.18 MB)
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2 Start date and schedule interval parameters demystified.mp4 (29.93 MB)
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3 [Practice] Manipulating the start date with schedule interval.mp4 (85.08 MB)
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4 Backfill and Catchup.mp4 (14.68 MB)
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5 [Practice] Catching up non triggered DAGRuns.mp4 (104.59 MB)
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6 Dealing with timezones in Airflow.mp4 (32.78 MB)
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7 [Practice] Making your DAGs timezone aware.mp4 (133.54 MB)
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8 How to make your tasks dependent.mp4 (14.65 MB)
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9 [Practice] Creating task dependencies between DagRuns.mp4 (100.29 MB)
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1 Introduction.mp4 (5.71 MB)
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10 [Practice] Sending tasks to a specific worker with Queues.mp4 (86.33 MB)
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11 [Practice] Pools and priority weights Limiting parallelism - prioritizing tasks.mp4 (75.22 MB)
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12 Kubernetes Reminder.mp4 (31.52 MB)
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13 Scaling Airflow with Kubernetes Executors.mp4 (23.21 MB)
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14 [Practice] Set up a 3 nodes Kubernetes Cluster with Vagrant and Rancher.mp4 (75.12 MB)
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15 [Practice] Installing Airflow with Rancher and the Kubernetes Executor.mp4 (60.71 MB)
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16 [Practice] Running your DAGs with the Kubernetes Executor.mp4 (59.59 MB)
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2 Sequential Executor with SQLite.mp4 (16.95 MB)
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3 Local Executor with PostgreSQL.mp4 (28.8 MB)
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4 [Practice] Executing tasks in parallel with the Local Executor.mp4 (130.19 MB)
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5 [Practice] Ad Hoc Queries with the metadata database.mp4 (104.82 MB)
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6 Scale out Apache Airflow with Celery Executors and Redis.mp4 (23.12 MB)
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7 [Practice] Set up the Airflow cluster with Celery Executors and Docker.mp4 (62.91 MB)
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8 [Practice] Distributing your tasks with the Celery Executor.mp4 (68.21 MB)
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9 [Practice] Adding new worker nodes with the Celery Executor.mp4 (171.13 MB)
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1 Introduction.mp4 (3.24 MB)
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10 How to share data between your tasks with XCOMs.mp4 (13.96 MB)
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11 [Practice] Sharing (big) data with XCOMs.mp4 (81.07 MB)
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12 TriggerDagRunOperator or when your DAG controls another DAG.mp4 (7.1 MB)
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13 [Practice] Trigger a DAG from another DAG.mp4 (41.92 MB)
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14 Dependencies between your DAGs with the ExternalTaskSensor.mp4 (17.32 MB)
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15 [Practice] Make your DAGs dependent with the ExternalTaskSensor.mp4 (23.19 MB)
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2 Minimising Repetitive Patterns With SubDAGs.mp4 (8.84 MB)
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3 [Practice] Grouping your tasks with SubDAGs and Deadlocks.mp4 (69.05 MB)
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4 Making different paths in your DAGs with Branching.mp4 (10.82 MB)
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5 [Practice] Make Your First Conditional Task Using Branching.mp4 (64.91 MB)
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6 Trigger rules for your tasks.mp4 (11.49 MB)
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7 [Practice] Changing how your tasks are triggered.mp4 (83.27 MB)
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8 Avoid hard coding values with Variables, Macros and Templates.mp4 (17.88 MB)
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9 [Practice] Templating your tasks.mp4 (149.13 MB)
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1 Introduction.mp4 (5.55 MB)
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10 [Practice] Cleaning your AWS services.mp4 (15.19 MB)
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2 Quick overview of AWS EKS.mp4 (14.66 MB)
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3 [Practice] Set up an EC2 instance for Rancher.mp4 (45.49 MB)
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4 [Practice] Create an IAM User with permissions.mp4 (11.58 MB)
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5 [Practice] Create an ECR repository.mp4 (54.29 MB)
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6 [Practice] Create an EKS cluster with Rancher.mp4 (34.16 MB)
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7 How to access your applications from the outside.mp4 (13.4 MB)
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8 [Practice] Deploy Nginx Ingress with Catalogs (Helm).mp4 (36.33 MB)
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9 [Practice] Deploy and run Airflow with the Kubernetes Executor on EKS.mp4 (24.36 MB)
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1 Introduction.mp4 (6.16 MB)
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10 [Practice] Triggering alerts for Airflow with Grafana.mp4 (59.68 MB)
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11 Airflow maintenance DAGs.mp4 (17.41 MB)
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2 How the logging system works in Airflow.mp4 (14.39 MB)
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3 [Practice] Setting up custom logging.mp4 (162.3 MB)
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4 [Practice] Storing your logs in AWS S3.mp4 (96.22 MB)
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5 Elasticsearch Reminder.mp4 (13.37 MB)
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6 [Practice] Configuring Airflow with Elasticsearch.mp4 (122.62 MB)
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7 [Practice] Monitoring your DAGs with Elasticsearch.mp4 (49.07 MB)
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8 Introduction to metrics.mp4 (16.19 MB)
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9 [Practice] Monitoring Airflow with TIG stack.mp4 (95.54 MB)
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1 Introduction.mp4 (2.39 MB)
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2 [Practice] Encrypting sensitive data with Fernet.mp4 (107.35 MB)
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3 [Practice] Rotating the Fernet Key.mp4 (62.49 MB)
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4 [Practice] Hiding variables.mp4 (12.25 MB)
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5 [Practice] Password authentication and filter by owner.mp4 (67.39 MB)
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6 [Practice] RBAC UI.mp4 (91.83 MB)
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