Descriptions
Google Cloud Certified Professional Data Engineer, Selecting appropriate storage technologies. Considerations include:, , Mapping storage systems to business needs, , Data modeling, , Trade-offs in latency, throughput, transactions, , Distributed systems, , Schema design, , Designing data pipelines. Considerations include: , Data publishing and visualization (e.g. BigQuery), , Batch and streaming data (e.g. Dataflow, Dataproc, Apache Beam, Apache Spark and Hadoop ecosystem, Pub/Sub, Apache Kafka), , Online (interactive) vs. batch predictions, Job automation and orchestration (e.g. Cloud Composer), Designing a data processing solution. Considerations include:, , Choice of infrastructure, , System availability and fault tolerance, , Use of distributed, , Capacity planning, , Hybrid cloud and edge computing, , Architecture options (e.g. message brokers, message queues, middleware, service-oriented systems). architecture, serverless functions)
What you will learn
- Designing data processing systems
- Development and operationalization of data processing systems
- Operationalization of machine learning models
- Ensuring solution quality
- Designing data pipelines
- Designing a data processing solution
- Migration of data warehousing and data processing
- Development and operationalization of storage systems
- Construction and operationalization of pipelines
- Establishment and operationalization of the processing infrastructure
- Use of ready-made ML models as a service
Who is this course suitable for?
- Beginner
- intermediate
- progressive
Google Cloud Certified Professional Data Engineer Specifications
- Publisher : Udemy
- Teacher: Deepak Dubey
- Language: English
- Level: All levels
- Number of courses: 93
- Duration: 22 hours and 37 minutes
Contents of 2024-1
Requirements
- This course covers everything you need to pass the Google Cloud Certified Professional Data Engineer
Pictures
Sample clip
installation Guide
Extract the files and watch them with your favorite player
Subtitles: English
Quality: 1080p
Download links
Password file(s): free download software
File size
13.48GB