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Udemy Apache Airflow The Hands On Guide

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Udemy - Apache Airflow The Hands-On Guide

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Total Files

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2025-05-30 01:26

Hash

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/1. Introduction/airflow-materials/airflow-section-3/mnt/

.gitignore

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.DS_Store

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/1. Introduction/airflow-materials/airflow-section-6/mnt/airflow/dags/subdags/

__init__.py

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subdag.py

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/1. Introduction/airflow-materials/airflow-section-8/mnt/airflow/conf/

__init__.py

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/5. Distributing Apache Airflow/

9. [Practice] Adding new worker nodes with the Celery Executor.mp4

129.5 MB

1. Introduction.mp4

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1. Introduction.srt

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2. Sequential Executor with SQLite.mp4

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2. Sequential Executor with SQLite.srt

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3. Local Executor with PostgreSQL.mp4

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3. Local Executor with PostgreSQL.srt

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4. [Practice] Executing tasks in parallel with the Local Executor.mp4

94.8 MB

4. [Practice] Executing tasks in parallel with the Local Executor.srt

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5. [Practice] Ad Hoc Queries with the metadata database.mp4

76.2 MB

5. [Practice] Ad Hoc Queries with the metadata database.srt

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6. Scale out Apache Airflow with Celery Executors and Redis.mp4

18.1 MB

6. Scale out Apache Airflow with Celery Executors and Redis.srt

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7. [Practice] Set up the Airflow cluster with Celery Executors and Docker.mp4

42.2 MB

7. [Practice] Set up the Airflow cluster with Celery Executors and Docker.srt

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8. [Practice] Distributing your tasks with the Celery Executor.mp4

52.8 MB

8. [Practice] Distributing your tasks with the Celery Executor.srt

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9. [Practice] Adding new worker nodes with the Celery Executor.srt

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10. [Practice] Sending tasks to a specific worker with Queues.mp4

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10. [Practice] Sending tasks to a specific worker with Queues.srt

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11. [Practice] Pools and priority_weights Limiting parallelism - prioritizing tasks.mp4

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11. [Practice] Pools and priority_weights Limiting parallelism - prioritizing tasks.srt

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12. Kubernetes Reminder.mp4

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12. Kubernetes Reminder.srt

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13. Scaling Airflow with Kubernetes Executors.mp4

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13. Scaling Airflow with Kubernetes Executors.srt

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14. [Practice] Set up a 3 nodes Kubernetes Cluster with Vagrant and Rancher.mp4

57.7 MB

14. [Practice] Set up a 3 nodes Kubernetes Cluster with Vagrant and Rancher.srt

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15. [Practice] Installing Airflow with Rancher and the Kubernetes Executor.mp4

39.4 MB

15. [Practice] Installing Airflow with Rancher and the Kubernetes Executor.srt

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16. [Practice] Running your DAGs with the Kubernetes Executor.mp4

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16. [Practice] Running your DAGs with the Kubernetes Executor.srt

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/1. Introduction/

3. Who I am.mp4

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3. Who I am.srt

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4. Development Environment.mp4

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4. Development Environment.srt

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5. A word for you.mp4

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5. A word for you.srt

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1. Important Prerequisites.mp4

3.2 MB

1. Important Prerequisites.srt

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2. Course Objectives.mp4

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2. Course Objectives.srt

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/1. Introduction/airflow-materials/

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/1. Introduction/airflow-materials/.git/

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/1. Introduction/airflow-materials/airflow-basic/

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/1. Introduction/airflow-materials/airflow-section-2/docs/

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/1. Introduction/airflow-materials/airflow-section-3/

docker-compose.yml

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reset.sh

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/1. Introduction/airflow-materials/airflow-section-3/dag_solutions/

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forex_data_pipeline_v_2.py

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forex_data_pipeline_v_7.py

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forex_data_pipeline_v_8.py

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forex_data_pipeline_v_9.py

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/1. Introduction/airflow-materials/airflow-section-3/docker/airflow/

Dockerfile

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requirements-python3.7.txt

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start-airflow.sh

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/1. Introduction/airflow-materials/airflow-section-3/docker/hadoop/hadoop-base/

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entrypoint.sh

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/1. Introduction/airflow-materials/airflow-section-3/docker/hadoop/hadoop-base/conf/

core-site.xml

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hdfs-site.xml

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kms-site.xml

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/1. Introduction/airflow-materials/airflow-section-3/docs/

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/1. Introduction/airflow-materials/airflow-section-3/mnt/airflow/

airflow.cfg

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/1. Introduction/airflow-materials/airflow-section-3/mnt/airflow/dags/files/

forex_currencies.csv

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/1. Introduction/airflow-materials/airflow-section-3/mnt/airflow/dags/scripts/

forex_processing.py

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/1. Introduction/airflow-materials/airflow-section-3/mnt/hue/

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hue.ini

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/1. Introduction/airflow-materials/airflow-section-4/

docker-compose.yml

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/1. Introduction/airflow-materials/airflow-section-4/docker/airflow/

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README.md

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/1. Introduction/airflow-materials/airflow-section-4/docker/airflow/config/

airflow.cfg

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tuto.py

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entrypoint.sh

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conftest.py

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/1. Introduction/airflow-materials/airflow-section-5/

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docker-compose-CeleryExecutor.yml

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tuto.py

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entrypoint.sh

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sql_queries.pdf

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/1. Introduction/airflow-materials/airflow-section-5/mnt/

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/1. Introduction/airflow-materials/airflow-section-6/docker/airflow/

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/2. The basics of Apache Airflow/

1. Introduction.mp4

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2. Why Airflow.mp4

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3. What is Airflow.mp4

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5. [Practice] Installing Airflow.mp4

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6. [Practice] Quick tour of Airflow UI.mp4

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6. [Practice] Quick tour of Airflow UI.srt

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8. [Practice] Controlling your DAGs with the CLI.mp4

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/3. The Forex Data Pipeline/

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3. Troubleshoot Docker performances on MacOS.mp4

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3. Troubleshoot Docker performances on MacOS.srt

4.9 KB

4. Project The Forex Data Pipeline.mp4

14.3 MB

4. Project The Forex Data Pipeline.srt

5.9 KB

5. What is a DAG.mp4

18.8 MB

5. What is a DAG.srt

9.3 KB

6. [Practice] Defining your first DAG.mp4

47.9 MB

6. [Practice] Defining your first DAG.srt

13.3 KB

7. What is an Operator.mp4

21.0 MB

7. What is an Operator.srt

9.4 KB

8. [Practice] Checking if the API is available - HttpSensor.mp4

67.9 MB

8. [Practice] Checking if the API is available - HttpSensor.srt

16.2 KB

9. [Practice] Checking if the currency file is available - FileSensor.mp4

51.8 MB

9. [Practice] Checking if the currency file is available - FileSensor.srt

11.9 KB

10. [Practice] Downloading the forex rates from the API - PythonOperator.mp4

36.7 MB

10. [Practice] Downloading the forex rates from the API - PythonOperator.srt

7.4 KB

11. [Practice] Saving the forex rates in the HDFS - BashOperator.mp4

34.8 MB

11. [Practice] Saving the forex rates in the HDFS - BashOperator.srt

8.1 KB

12. [Practice] Creating the Hive table forex_rates - HiveOperator.mp4

41.7 MB

12. [Practice] Creating the Hive table forex_rates - HiveOperator.srt

7.3 KB

13. [Practice] Processing the forex rates with Spark - SparkSubmitOperator.mp4

44.7 MB

13. [Practice] Processing the forex rates with Spark - SparkSubmitOperator.srt

8.5 KB

14. [Practice] Sending an email notification - EmailOperator.mp4

45.1 MB

14. [Practice] Sending an email notification - EmailOperator.srt

7.3 KB

15. [Practice] Sending a Slack notification - SlackAPIPostOperator.mp4

50.1 MB

15. [Practice] Sending a Slack notification - SlackAPIPostOperator.srt

11.7 KB

16. Operator Relationships and Bitshift Composition.mp4

8.4 MB

16. Operator Relationships and Bitshift Composition.srt

3.6 KB

17. [Practice] Adding dependencies between tasks.mp4

12.5 MB

17. [Practice] Adding dependencies between tasks.srt

2.5 KB

18. [Practice] The Forex Data Pipeline in action!.mp4

27.8 MB

18. [Practice] The Forex Data Pipeline in action!.srt

8.5 KB

/4. Mastering your DAGs/

1. Introduction.mp4

2.5 MB

1. Introduction.srt

1.3 KB

2. Start_date and schedule_interval parameters demystified.mp4

24.1 MB

2. Start_date and schedule_interval parameters demystified.srt

11.1 KB

3. [Practice] Manipulating the start_date with schedule_interval.mp4

54.9 MB

3. [Practice] Manipulating the start_date with schedule_interval.srt

12.4 KB

4. Backfill and Catchup.mp4

12.5 MB

4. Backfill and Catchup.srt

6.7 KB

5. [Practice] Catching up non triggered DAGRuns.mp4

68.8 MB

5. [Practice] Catching up non triggered DAGRuns.srt

15.5 KB

6. Dealing with timezones in Airflow.mp4

25.2 MB

6. Dealing with timezones in Airflow.srt

11.1 KB

7. [Practice] Making your DAGs timezone aware.mp4

87.9 MB

7. [Practice] Making your DAGs timezone aware.srt

17.6 KB

8. How to make your tasks dependent.mp4

12.2 MB

8. How to make your tasks dependent.srt

6.2 KB

9. [Practice] Creating task dependencies between DagRuns.mp4

68.5 MB

9. [Practice] Creating task dependencies between DagRuns.srt

15.2 KB

10. How to structure your DAG folder.mp4

19.6 MB

10. How to structure your DAG folder.srt

8.0 KB

11. [Practice] Organizing your DAGs folder.mp4

56.9 MB

11. [Practice] Organizing your DAGs folder.srt

11.4 KB

12. [Practice] How the Web Server works.mp4

45.8 MB

12. [Practice] How the Web Server works.srt

11.4 KB

13. How to deal with failures in your DAGs.mp4

11.4 MB

13. How to deal with failures in your DAGs.srt

7.2 KB

14. [Practice] Retry and Alerting.mp4

94.8 MB

14. [Practice] Retry and Alerting.srt

18.9 KB

15. How to test your DAGs.mp4

22.2 MB

15. How to test your DAGs.srt

12.5 KB

16. [Practice] Unit testing your DAGs.mp4

89.0 MB

16. [Practice] Unit testing your DAGs.srt

19.9 KB

/6. Improving your DAGs with advanced concepts/

1. Introduction.mp4

2.9 MB

1. Introduction.srt

1.4 KB

2. Minimising Repetitive Patterns With SubDAGs.mp4

7.4 MB

2. Minimising Repetitive Patterns With SubDAGs.srt

4.2 KB

3. [Practice] Grouping your tasks with SubDAGs and Deadlocks.mp4

64.4 MB

3. [Practice] Grouping your tasks with SubDAGs and Deadlocks.srt

11.2 KB

4. Making different paths in your DAGs with Branching.mp4

9.0 MB

4. Making different paths in your DAGs with Branching.srt

5.2 KB

5. [Practice] Make Your First Conditional Task Using Branching.mp4

67.4 MB

5. [Practice] Make Your First Conditional Task Using Branching.srt

10.6 KB

6. Trigger rules for your tasks.mp4

13.1 MB

6. Trigger rules for your tasks.srt

7.3 KB

7. [Practice] Changing how your tasks are triggered.mp4

63.9 MB

7. [Practice] Changing how your tasks are triggered.srt

13.2 KB

8. Avoid hard coding values with Variables, Macros and Templates.mp4

14.6 MB

8. Avoid hard coding values with Variables, Macros and Templates.srt

7.7 KB

9. [Practice] Templating your tasks.mp4

103.4 MB

9. [Practice] Templating your tasks.srt

22.0 KB

10. How to share data between your tasks with XCOMs.mp4

14.4 MB

10. How to share data between your tasks with XCOMs.srt

6.3 KB

11. [Practice] Sharing (big) data with XCOMs.mp4

57.3 MB

11. [Practice] Sharing (big) data with XCOMs.srt

11.9 KB

12. TriggerDagRunOperator or when your DAG controls another DAG.mp4

7.1 MB

12. TriggerDagRunOperator or when your DAG controls another DAG.srt

3.9 KB

13. [Practice] Trigger a DAG from another DAG.mp4

29.3 MB

13. [Practice] Trigger a DAG from another DAG.srt

6.8 KB

14. Dependencies between your DAGs with the ExternalTaskSensor.mp4

14.5 MB

14. Dependencies between your DAGs with the ExternalTaskSensor.srt

7.3 KB

15. [Practice] Make your DAGs dependent with the ExternalTaskSensor.mp4

17.4 MB

15. [Practice] Make your DAGs dependent with the ExternalTaskSensor.srt

4.2 KB

/7. Deploying Airflow on AWS EKS with Kubernetes Executors and Rancher/

1. Introduction.mp4

5.0 MB

1. Introduction.srt

2.4 KB

2. Quick overview of AWS EKS.mp4

12.0 MB

2. Quick overview of AWS EKS.srt

5.5 KB

3. [Practice] Set up an EC2 instance for Rancher.mp4

37.7 MB

3. [Practice] Set up an EC2 instance for Rancher.srt

7.4 KB

4. [Practice] Create an IAM User with permissions.mp4

10.2 MB

4. [Practice] Create an IAM User with permissions.srt

3.5 KB

5. [Practice] Create an ECR repository.mp4

42.9 MB

5. [Practice] Create an ECR repository.srt

6.7 KB

6. [Practice] Create an EKS cluster with Rancher.mp4

25.3 MB

6. [Practice] Create an EKS cluster with Rancher.srt

7.7 KB

7. How to access your applications from the outside.mp4

11.1 MB

7. How to access your applications from the outside.srt

6.7 KB

8. [Practice] Deploy Nginx Ingress with Catalogs (Helm).mp4

21.3 MB

8. [Practice] Deploy Nginx Ingress with Catalogs (Helm).srt

6.2 KB

9. [Practice] Deploy and run Airflow with the Kubernetes Executor on EKS.mp4

18.3 MB

9. [Practice] Deploy and run Airflow with the Kubernetes Executor on EKS.srt

5.5 KB

10. [Practice] Cleaning your AWS services.mp4

11.8 MB

10. [Practice] Cleaning your AWS services.srt

3.0 KB

/8. Monitoring Apache Airflow/

1. Introduction.mp4

5.3 MB

1. Introduction.srt

2.4 KB

2. How the logging system works in Airflow.mp4

11.9 MB

2. How the logging system works in Airflow.srt

5.9 KB

3. [Practice] Setting up custom logging.mp4

115.2 MB

3. [Practice] Setting up custom logging.srt

17.3 KB

4. [Practice] Storing your logs in AWS S3.mp4

71.4 MB

4. [Practice] Storing your logs in AWS S3.srt

15.5 KB

5. Elasticsearch Reminder.mp4

13.0 MB

5. Elasticsearch Reminder.srt

7.0 KB

6. [Practice] Configuring Airflow with Elasticsearch.mp4

87.8 MB

6. [Practice] Configuring Airflow with Elasticsearch.srt

19.3 KB

7. [Practice] Monitoring your DAGs with Elasticsearch.mp4

39.5 MB

7. [Practice] Monitoring your DAGs with Elasticsearch.srt

11.8 KB

8. Introduction to metrics.mp4

13.4 MB

8. Introduction to metrics.srt

7.4 KB

9. [Practice] Monitoring Airflow with TIG stack.mp4

62.4 MB

9. [Practice] Monitoring Airflow with TIG stack.srt

12.3 KB

10. [Practice] Triggering alerts for Airflow with Grafana.mp4

46.5 MB

10. [Practice] Triggering alerts for Airflow with Grafana.srt

12.7 KB

11. Airflow maintenance DAGs.mp4

13.5 MB

11. Airflow maintenance DAGs.srt

3.7 KB

/9. Security in Apache Airflow/

1. Introduction.mp4

3.2 MB

1. Introduction.srt

1.5 KB

2. [Practice] Encrypting sensitive data with Fernet.mp4

86.4 MB

2. [Practice] Encrypting sensitive data with Fernet.srt

16.2 KB

3. [Practice] Rotating the Fernet Key.mp4

46.2 MB

3. [Practice] Rotating the Fernet Key.srt

6.6 KB

4. [Practice] Hiding variables.mp4

11.2 MB

4. [Practice] Hiding variables.srt

3.9 KB

5. [Practice] Password authentication and filter by owner.mp4

50.4 MB

5. [Practice] Password authentication and filter by owner.srt

9.7 KB

6. [Practice] RBAC UI.mp4

70.2 MB

6. [Practice] RBAC UI.srt

15.0 KB

/10. Airflow 2.0/

1. What to expect from Airflow 2.0.srt

15.8 KB

1. What to expect from Airflow 2.mp4

31.3 MB

/11. BONUS - APPENDIX/

1. How to define variables through environment variables.html

0.4 KB

2. [BLOG POST] Running Apache Airflow on a multi-nodes Kubernetes cluster locally.html

0.7 KB

 

Total files 496


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