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\n\tThis course prepares you to become a Professional Data Engineer<\/strong>, giving you the skills to design, build, and manage data solutions on Google Cloud. <\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tYou will learn how to make data-driven decisions by collecting, transforming, and analyzing data at scale. Topics include designing data pipelines, managing databases, implementing machine learning solutions, and optimizing data processing for performance and cost efficiency. <\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n
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\n\tWith hands-on labs and real-world scenarios, this training equips you to solve complex business problems and prepares you for the Professional Data Engineer certification exam.\u00a0<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n
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\n\tKey takeaways<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tDesign scalable data pipelines and architectures\u00a0<\/li> Implement machine learning models on Google Cloud\u00a0<\/li> Manage data solutions with BigQuery and Cloud SQL\u00a0<\/li> Optimize data processing for performance and cost\u00a0<\/li> Ensure data security and compliance\u00a0<\/li><\/ol><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tProgram<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\t\t\n\tDay 1: Foundations of Data Engineering<\/h2>\t\t\n\t\t\n\t\t\t\n\t <\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t\n\t\t
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\n\tIntroduction to Data Engineering on Google Cloud<\/strong>: Understand the role of a data engineer and explore Google Cloud\u2019s data services.\u00a0<\/li>Designing Data Pipelines<\/strong>: Learn how to design and manage scalable data pipelines using Dataflow and Pub\/Sub.\u00a0<\/li>Data Storage Options<\/strong>: Explore storage solutions like BigQuery, Cloud SQL, and Cloud Spanner to match business needs.\u00a0<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n\t
\n\t\t\n\tDay 2: Data Processing and Machine Learning <\/h2>\t\t\n\t\t\n\t\t\t\n\t <\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t\n\t\t
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\n\tTransforming Data for Insights<\/strong>: Use tools like Dataflow and Dataprep to clean, transform, and enrich data for analysis.\u00a0<\/li>Implementing Machine Learning Models<\/strong>: Build, train, and deploy machine learning models using AI Platform and TensorFlow.\u00a0<\/li>Streaming Data Processing<\/strong>: Process real-time data using Pub\/Sub and Dataflow to deliver timely insights.\u00a0<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n\t
\n\t\t\n\tDay 3: Optimization and Security<\/h2>\t\t\n\t\t\n\t\t\t\n\t <\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t\n\t\t
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\n\tPerformance and Cost Optimization<\/strong>: Learn best practices for optimizing the cost and performance of your data solutions.\u00a0<\/li>Ensuring Data Security and Compliance<\/strong>: Discover how to secure data with IAM, encryption, and compliance tools.\u00a0<\/li>Monitoring and Troubleshooting<\/strong>: Use tools like Cloud Monitoring and Stackdriver to troubleshoot and maintain reliability.\u00a0<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n\t
\n\t\t\n\tDay 4: Certification Prep and Capstone Project<\/h2>\t\t\n\t\t\n\t\t\t\n\t <\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t\n\t\t
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\n\tCertification Exam Preparation<\/strong>: Review key topics, practice exam questions, and learn test-taking strategies for success.\u00a0<\/li>Capstone Project<\/strong>: Work on a real-world project to design and implement a complete data solution on Google Cloud.\u00a0<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tWho is it for?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tThis training is ideal for data engineers, analysts, and IT professionals who want to advance their skills in data engineering on Google Cloud. <\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n
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\n\tWhether you are experienced in data management or new to cloud-based solutions, this course is tailored to help you achieve certification and success.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n
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\n\tRequirements<\/p>\t
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\n\t <\/svg><\/i>\n\tBasic knowledge of the topic is beneficial.\u00a0<\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n
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\n\tWhy should I do this training?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\tHands-on <\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\t\u00a0Gain practical experience with real-world projects and labs.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n
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\n\tIn-Demand Expertise<\/strong><\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\t\u00a0Master skills critical for modern data engineering roles.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n
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\n\tCertification Ready<\/strong><\/strong><\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\t\n\t\t\t
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\n\t\u00a0Get fully prepared for the Professional Data Engineer certification exam.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n
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\n\tExam and Certification<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n