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 4/5

Google Professional Data Engineer (GCP-PDE) | 4 Days

Categorie: Cloud

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2.7

Rating

40+

Enrolled

32

Course Hrs

9

Modules

Professional Data Engineer
  • Course Info
  • Course Highlights
  • Course Outline
  • Who Should Enroll
  • Review
Google Certified Professional Data Engineer

Welcome to the Professional Data Engineer Certification course, your gateway to becoming an expert in data engineering with a focus on Google Cloud. A skilled Data Engineer facilitates data-based decision-making by gathering, modifying, and distributing data. They must be able to create, construct, manage, protect, and observe data processing systems while ensuring security and compliance, promoting scalability and efficiency, ensuring reliability and accuracy, and maximizing flexibility and mobility. Additionally, they should be able to utilize, implement, and regularly improve existing machine learning models.

A pivotal part of this journey is gaining hands-on experience with critical Google Cloud services for data engineering. You will apply these services in real-world scenarios, equipping yourself with the skills in high demand in data engineering.

The demand for skilled professionals in data engineering, especially those with Google Cloud certification, like the Professional Data Engineer certification, has steadily increased as organizations recognize the importance of efficiently managing and utilizing data. As a Professional Data Engineer Certification course graduate, you will position yourself as an invaluable asset in today’s competitive job market.

Google Cloud certification, particularly the Professional Data Engineer certification, is highly regarded in the industry. Employers seek individuals who can design and implement data processing systems to turn raw data into actionable insights. This course provides you with the expertise and practical skills employers seek.

With lifetime access to course materials and expert support available 24/7, we are committed to ensuring your success in the job market. Enrol today to become part of the future of efficient data engineering and open doors to exciting career opportunities in the dynamic world of Google Cloud data solutions. Take advantage of this enriching journey!

 

Authentic Certificate

Earn a Certificate upon completion

Life Time Accessibility

Set and maintain flexible deadlines.

Online Classes

Start instantly and learn at your own

Beginner Level

No prior experience required.

Course Highlights

  • Expertise in Data Engineering: Acquire the skills to design, build, and maintain data processing systems grounded in Google Cloud’s core concepts and principles.
  • Perform monitoring, troubleshooting, testing and CI/CD on Dataflow pipelines.
  • Deploy Dataflow pipelines with reliability in mind to maximize stability for your data processing platform.
  • Review core streaming concepts covered in DE (unbounded PCollections, windows, watermarks, and triggers)
  • Select & tune the I/O of your choice for your Dataflow pipeline.
  • Demonstrate how Apache Beam and Cloud Dataflow work together to fulfil your organization’s data processing needs.
  • Summarize the benefits of the Beam Portability Framework and enable it for your Dataflow pipelines.
  • Select the right combination of IAM permissions for your Dataflow job.
  • Implement best practices for a secure data processing environment.
  • Understanding how Google Cloud data services fit into modern data workflows.
  • Advanced-Data Analysis and Visualization

These highlights encapsulate the essential areas of focus and learning outcomes in the Professional Data Engineer Certification course.

Course Outline

Our courses are balanced mix of videos & articles

DAY 1

Preparing for the Google Cloud Professional Data Engineer Exam:

  • Understanding the Professional Data Engineer Certification
  • Designing Data Processing Systems
  • Building and Operationalizing Data Processing Systems
  • Operationalizing Machine Learning Models
  • Security, Policy, and Reliability

Google Cloud Big Data and Machine Learning Fundamentals:

  • Big Data and Machine Learning on Google Cloud
  • Data Engineering for Streaming Data
  • Big Data with BigQuery
  • Machine Learning Options on Google Cloud
  • The Machine Learning Workflow with Vertex AI

Modernizing Data Lakes and Data Warehouses with Google Cloud:

  • Introduction to Data Engineering
  • Building a Data Lake
  • Building a Data Warehouse
DAY 2

Building Batch Data Pipelines on Google Cloud:

  • Introduction to Building Batch Data Pipelines
  • Executing Spark on Dataproc
  • Serverless Data Processing with Dataflow
  • Manage Data Pipelines with Cloud Data Fusion and Cloud Composer

Building Resilient Streaming Analytics Systems on Google Cloud:

  • Introduction to Processing Streaming Data
  • Serverless Messaging with Pub/Sub
  • Dataflow Streaming Features
  • High-Throughput BigQuery and Bigtable Streaming Features
  • Advanced BigQuery Functionality and Performance

 

DAY 3

Smart Analytics, Machine Learning, and AI on Google Cloud

  • Introduction to Analytics and AI
  • Prebuilt ML Model APIs for Unstructured Data
  • Big Data Analytics with Notebooks
  • Production ML Pipelines
  • Custom Model Building with SQL in BigQuery ML
  • Custom Model Building with AutoML

Serverless Data Processing with Dataflow: Foundations

  • Introduction
  • Beam Portability
  • Separating Compute and Storage with Dataflow
  • IAM, Quotas, and Permissions
DAY 4

Serverless Data Processing with Dataflow: Develop Pipelines

  • Beam Concepts Review
  • Windows, Watermarks Triggers
  • Sources & Sinks
  • Schemas
  • State and Timers
  • Best Practices
  • Dataflow SQL & DataFrames
  • Beam Notebooks

Serverless Data Processing with Dataflow: Operations

  • Monitoring
  • Logging and Error Reporting
  • Troubleshooting and Debug
  • Performance
  • Testing and CI/CD
  • Reliability
  • Flex Templates

 

Who Should Enroll?

The “Professional Data Engineer Certification” course is designed for individuals seeking to advance their data engineering expertise, especially within the Google Cloud ecosystem. While it welcomes anyone interested in upskilling, it holds particular value for the following roles within the IT and data engineering field:

  • Data Engineers: Ideal for data engineers looking to deepen their knowledge and skills in data processing with Google Cloud.
  • Data Architects: Data architects can benefit from understanding Google Cloud’s data solutions to design efficient data systems.
  • Business Intelligence Professionals: BI professionals can enhance their data engineering skills for better analysis and reporting.
  • IT Managers: IT managers can gain data engineering expertise to make data-driven decisions.
  • Professionals looking to excel in data engineering
  • Database Administrators
  • ETL Developers
  • Developers responsible for designing pipelines and architectures for data processing.
  • This course is intended for developers responsible for Querying datasets, visualizing query results, and creating reports. Specific job roles include Data Engineer, Data Analyst, Database Administrator, Big Data Architects

Enrol today to become a proficient Professional Data Engineer and play a pivotal role in shaping the future of data-driven decision-making with Google Cloud. Embrace this opportunity to enhance your career and expertise in the ever-evolving world of data engineering and Google Cloud certification.

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Details of the course you need to know

training duration

Training Duration

32 Hrs

Training days

Training Days

4 Days

Exam code

Exam Code

-

Exam fee

Exam Fee

-

training duration

Exam Duration

2 Hrs

Passing Percentage

Passing Percentage

70%

Why choose us?

Online Course

6+ hours of training videos for all the objectives. You will be amazed by the way of explaining the concepts that are very easy to understand.

Practice Questions

1 Full-length mock exams ( 85+ unique Exam practice questions

Expert Support

Our support team consists o experts, ready to clarify all your questions.

Lifetime Access

Our courses come with the lifetime license/validity. Once purchased, you can access them for the lifetime.

Money Back Guarantee

We provide 100% unconditional moneyback gurantee.

Testimonials / Feedback

Revies from our customers

Feature that keep you going​

1

degree

Easy to understand
A well-organised curriculum that simplifies the learning process and offers a clearer path to success

2

certification

Certification
Upon successfully completing the course, you will receive a certificate of your achievement and dedication

3

24 hour support

24/7 Support

Our 24/7 support ensures that you’re never alone when facing questions, concerns, or challenges.

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