• Understand core concepts of Apache Airflow and workflow orchestration

• Author and schedule Directed Acyclic Graphs (DAGs)

• Use Operators, Sensors, and Hooks to interact with APIs, databases, and filesystems

• Deploy Airflow using Docker or Kubernetes

• Monitor, debug, and scale Airflow pipelines

• Apply best practices for dependency management, retries, and versioning

Syllabus

Module 1: Introduction to Workflow Orchestration

• What is workflow orchestration?

• Airflow architecture overview

• DAGs and the scheduler

Module 2: Installing Apache Airflow

• Using pip, Docker, and Docker Compose

• Airflow CLI and webserver

• Folder structure and airflow.cfg

Module 3: Creating Your First DAG

• DAG structure and configuration

• Tasks, dependencies, and scheduling

• Writing PythonOperators and BashOperators

Module 4: Advanced Operators and Sensors

• EmailOperator, PythonOperator, DummyOperator

• ExternalTaskSensor, TimeSensor

• Custom operators and plugins

Module 5: Connections and Hooks

• Connecting to databases, cloud services, and APIs

• Using PostgresHook, S3Hook, and custom hooks

• Airflow variables and secrets management

Module 6: XComs, Templates, and Branching

• Sharing data between tasks

• Jinja templating

• Conditional execution and branching

Module 7: Deployment and Scaling

• Airflow on Docker and Kubernetes

• Using Celery and LocalExecutor

• DAG versioning and deployment best practices

Module 8: Monitoring and Debugging

• Airflow UI overview

• Logs, alerts, retries, and SLAs

• Testing DAGs with unittest and pytest

Module 9: Real-world Projects

• ETL pipeline using Airflow and PostgreSQL

• Daily data fetch from APIs to warehouse

• ML pipeline orchestration with Airflow and S3

Module 10: Certification & Interview Prep

• Use-case questions and hands-on assessments

• Design challenges and DAG troubleshooting

Learners who complete the course will receive a Certificate of Completion from Uplatz demonstrating their proficiency in Apache Airflow, DAG design, and data workflow orchestration.

Airflow expertise is essential in modern data engineering and platform roles. Completion of this course prepares learners for positions such as:

• Data Engineer

• Workflow Automation Engineer

• ETL Developer

• DevOps/DataOps Engineer

• Machine Learning Engineer (MLOps focus)

Airflow skills are widely applicable in industries including media, finance, retail, tech, and biotech.

1. What is Apache Airflow and why is it used?

2. What is a DAG and how does scheduling work in Airflow?

3. What are Operators in Airflow?

4. How do you share data between tasks in a DAG?

5. What is the difference between LocalExecutor and CeleryExecutor?

6. How do Sensors work and when should you use them?

7. What are XComs and how are they used?

8. How can you deploy Airflow in a production environment?

9. What is the role of hooks and connections?

10. How would you monitor and debug a failing DAG in Airflow?

Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

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Q5. Do you take exam? Do I need to pass exam? How to book exam?
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Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
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Q9. What are overview courses?
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Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

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A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
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d) Choose PayUmoney if you are based in India.
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Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.