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Designing Scalable Data Architectures on the Google Cloud

Janani Ravi

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Cloud Architecture Scalability Data Pipelines Lambda Architecture Big Data Microservices Google Cloud Platform

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Emphasizes design, migration, and machine learning for scalable architectures on the Google Cloud Platform

Taught by Janani Ravi, an experienced industry professional

Provides a comprehensive overview of Google Cloud Platform services for data and machine learning

Suitable for learners with experience in cloud computing and data engineering

May require additional knowledge of Google Cloud Platform services before enrolling

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Career center

Learners who complete Designing Scalable Data Architectures on the Google Cloud will develop knowledge and skills that may be useful to these careers:

Data Architect

Data Architects design, build, and maintain data architectures for organizations. They work with a variety of stakeholders, including business analysts, software engineers, and database administrators, to gather requirements, design solutions, and implement data systems. This course can help you build a foundation in data architecture and prepare you for a career in this field. The course covers a wide range of topics, including data modeling, data warehousing, data governance, and big data technologies. You will also learn how to use Google Cloud Platform services to build scalable and reliable data architectures.

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Data Engineer

Data Engineers build and maintain data pipelines that move data from source systems to target systems. They work with a variety of data sources, including databases, log files, and sensors. This course can help you build a foundation in data engineering and prepare you for a career in this field. The course covers a wide range of topics, including data integration, data transformation, data quality, and data security. You will also learn how to use Google Cloud Platform services to build scalable and reliable data pipelines.

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Machine Learning Engineer

Machine Learning Engineers build and maintain machine learning models. They work with a variety of data sources, including structured data, unstructured data, and streaming data. This course can help you build a foundation in machine learning and prepare you for a career in this field. The course covers a wide range of topics, including machine learning algorithms, machine learning models, and machine learning deployment. You will also learn how to use Google Cloud Platform services to build scalable and reliable machine learning models.

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Data Scientist

Data Scientists use data to solve business problems. They work with a variety of data sources, including structured data, unstructured data, and streaming data. This course can help you build a foundation in data science and prepare you for a career in this field. The course covers a wide range of topics, including data analysis, data visualization, and machine learning. You will also learn how to use Google Cloud Platform services to build scalable and reliable data science solutions.

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Cloud Architect

Cloud Architects design, build, and maintain cloud computing solutions. They work with a variety of stakeholders, including business leaders, IT professionals, and developers, to gather requirements, design solutions, and implement cloud systems. This course can help you build a foundation in cloud computing and prepare you for a career in this field. The course covers a wide range of topics, including cloud computing concepts, cloud computing services, and cloud computing security. You will also learn how to use Google Cloud Platform services to build scalable and reliable cloud computing solutions.

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Data Analyst

Data Analysts use data to identify trends, patterns, and insights. They work with a variety of data sources, including structured data, unstructured data, and streaming data. This course can help you build a foundation in data analysis and prepare you for a career in this field. The course covers a wide range of topics, including data analysis techniques, data visualization techniques, and data mining techniques. You will also learn how to use Google Cloud Platform services to build scalable and reliable data analysis solutions.

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Software Engineer

Software Engineers design, build, and maintain software applications. They work with a variety of programming languages and technologies to create software solutions that meet the needs of users. This course may be useful for Software Engineers who want to learn more about data architectures and big data technologies.

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Database Administrator

Database Administrators design, build, and maintain databases. They work with a variety of database technologies to create and manage databases that meet the needs of users. This course may be useful for Database Administrators who want to learn more about data architectures and big data technologies.

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Business Analyst

Business Analysts gather and analyze data to identify business needs and opportunities. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to develop business solutions. This course may be useful for Business Analysts who want to learn more about data architectures and big data technologies.

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Project Manager

Project Managers plan, execute, and close projects. They work with a variety of stakeholders, including project team members, customers, and sponsors, to ensure that projects are completed successfully. This course may be useful for Project Managers who want to learn more about data architectures and big data technologies.

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IT Manager

IT Managers plan, direct, and coordinate the activities of an organization's IT department. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to ensure that IT systems meet the needs of the organization. This course may be useful for IT Managers who want to learn more about data architectures and big data technologies.

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Data Governance Specialist

Data Governance Specialists develop and implement data governance policies and procedures. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to ensure that data is managed in a consistent and compliant manner. This course may be useful for Data Governance Specialists who want to learn more about data architectures and big data technologies.

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Information Security Analyst

Information Security Analysts plan and implement security measures to protect an organization's information systems. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to ensure that information systems are secure from threats. This course may be useful for Information Security Analysts who want to learn more about data architectures and big data technologies.

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Compliance Manager

Compliance Managers develop and implement compliance programs to ensure that an organization complies with applicable laws and regulations. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to ensure that the organization is in compliance. This course may be useful for Compliance Managers who want to learn more about data architectures and big data technologies.

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Risk Manager

Risk Managers identify and assess risks to an organization's operations. They work with a variety of stakeholders, including business leaders, IT professionals, and end users, to develop and implement risk management strategies. This course may be useful for Risk Managers who want to learn more about data architectures and big data technologies.

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Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Designing Scalable Data Architectures on the Google Cloud.

Designing Data-Intensive Applications