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Course : Build Streaming Data Pipelines on Google CloudOfficial Course: Preparation for Google Cloud Certifications
Practical course - 1d
- 7h00 - Ref. GS0
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 | Understand the concepts and challenges of streaming data pipelines. |
| Ingest and manage data in real time with Pub/Sub and Kafka. |
| Build and deploy pipelines with Dataflow. |
| Implement real-time analytics solutions using BigQuery and Bigtable. |
| Identify use cases and architectures suitable for streaming (ETL, AI/ML, applications). |
Intended audience
Data engineers, data analysts, and data architects who want to work with streaming data on Google Cloud.
Prerequisites
Basic knowledge of Python, SQL, and data engineering, as well as familiarity with Google Cloud, along with a good understanding of written English.
Practical details
Teaching methods
The training session will be conducted in French. Official course materials are available in English and in digital format.
Course schedule
1 Streaming Basics
- Concepts of streaming data pipelines.
- Real-Time Issues and Challenges.
- Role in data engineering.
2 Use Cases and Architectures
- Streaming ETL.
- AI/ML Streaming.
- Real-time applications.
- Reverse ETL and typical architectures.
3 Deployment on Google Cloud
- Pub/Sub and Apache Kafka (ingestion).
- Dataflow (processing).
- BigQuery and Bigtable (analysis).
- Pipeline construction and deployment.
4 Summary and Practical Application
- Summary of Key Concepts.
- Integration of GCP services.
- Best Practices for Robust Pipelines.
- Final Case Study.
PARTICIPANTS
Data engineers, data analysts, and data architects who want to work with streaming data on Google Cloud.
PREREQUISITES
Basic knowledge of Python, SQL, and data engineering, as well as familiarity with Google Cloud, along with a good understanding of written English.
TRAINER QUALIFICATIONS
The experts who lead the training courses are specialists in the subjects covered. They are approved by the publisher and certified for the course. They have also been validated by our teaching teams in terms of both professional knowledge and teaching skills for each course they teach. They have at least three to ten years of experience in their field and hold or have held positions of responsibility in companies.
TERMS AND DEADLINES
Registration must be completed 24 hours before the start of the training course.
ACCESSIBILITY FOR PEOPLE WITH DISABILITIES
Do you have specific accessibility requirements? Contact Ms FOSSE, disability advisor, at the following address: psh-accueil@orsys.fr so that we can assess your request and its feasibility.
Data engineers, data analysts, and data architects who want to work with streaming data on Google Cloud.
PREREQUISITES
Basic knowledge of Python, SQL, and data engineering, as well as familiarity with Google Cloud, along with a good understanding of written English.
TRAINER QUALIFICATIONS
The experts who lead the training courses are specialists in the subjects covered. They are approved by the publisher and certified for the course. They have also been validated by our teaching teams in terms of both professional knowledge and teaching skills for each course they teach. They have at least three to ten years of experience in their field and hold or have held positions of responsibility in companies.
ASSESSMENT TERMS
Assessment of targeted skills prior to training.
Assessment by the participant, at the end of the training course, of the skills acquired during the training course.
Validation by the trainer of the participant's learning outcomes, specifying the tools used: multiple-choice questions, role-playing exercises, etc.
At the end of each training course, ITTCERT provides participants with a course evaluation questionnaire, which is then analysed by our teaching teams. Participants also complete an official evaluation of the publisher.
An attendance sheet for each half-day of attendance is provided at the end of the training course, along with a certificate of completion if the participant has attended the entire session.
Assessment of targeted skills prior to training.
Assessment by the participant, at the end of the training course, of the skills acquired during the training course.
Validation by the trainer of the participant's learning outcomes, specifying the tools used: multiple-choice questions, role-playing exercises, etc.
At the end of each training course, ITTCERT provides participants with a course evaluation questionnaire, which is then analysed by our teaching teams. Participants also complete an official evaluation of the publisher.
An attendance sheet for each half-day of attendance is provided at the end of the training course, along with a certificate of completion if the participant has attended the entire session.
TEACHING AIDS AND TECHNICAL RESOURCES
The teaching resources used are the publisher's official materials and practical exercises.
The teaching resources used are the publisher's official materials and practical exercises.
TERMS AND DEADLINES
Registration must be completed 24 hours before the start of the training course.
ACCESSIBILITY FOR PEOPLE WITH DISABILITIES
Do you have specific accessibility requirements? Contact Ms FOSSE, disability advisor, at the following address: psh-accueil@orsys.fr so that we can assess your request and its feasibility.
This programme is an original creation, developed by the teaching teams at ORSYS Formation. Any reproduction, representation, adaptation or use, in whole or in part, without the prior written authorisation of ORSYS, is strictly prohibited. ORSYS reserves the right to take any action necessary to protect its intellectual property rights.
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This programme is an original creation, developed by the teaching teams at ORSYS Formation. Any reproduction, representation, adaptation or use, in whole or in part, without the prior written authorisation of ORSYS, is strictly prohibited. ORSYS reserves the right to take any action necessary to protect its intellectual property rights.