Building Resilient Streaming Systems on Google Cloud Platform 日本語版 from Coursera

この 1 週間の速習オンデマンドコースは、Google Cloud Platform Big Data and Machine Learning Fundamentals を基にして作成されています。ビデオ講義、デモ、ハンズオンラボを通して、Google Cloud の Pub/Sub と Dataflow を使いストリーミングデータパイプラインを構築することで、リアルタイムの意思決定を実現する方法を学びます。また、さまざまな関係者を対象にカスタマイズされた出力を表示するためのダッシュボードの構築方法も学びます。要件: • Google Cloud Platform Big Data and Machine Learning Fundamentals を終了していること（または同等の経験を有していること） • Java に関する知識があること目標: • リアルタイムストリーミング分析のユースケースを理解する • Google Cloud PubSub 非同期メッセージサービスを使用して、データイベントを管理する • ストリーミングパイプラインを作成し、必要に応じて変換を行う • ストリーミングパイプラインの両側面である生産と消費について知識を深める • Dataflow、BigQuery、Cloud Pub/Sub を相互運用して、リアルタイムのストリーミングと分析を実現する

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Deepens understanding of streaming data pipelines for real-time analysis

Provides hands-on practice with Google Cloud Pub/Sub and Dataflow

Enhances skills in building dashboards for customized output

Requires prior knowledge of Google Cloud Platform Big Data and Machine Learning Fundamentals or equivalent experience and Java

Reviews summary

Real-time streaming systems in gcp

This course teaches you how to build real-time streaming data pipelines using Google Cloud Platform Pub/Sub and Dataflow. You will also learn how to create dashboards to visualize customized outputs.

Career center

Learners who complete Building Resilient Streaming Systems on Google Cloud Platform 日本語版 will develop knowledge and skills that may be useful to these careers:

Data Engineer

Data Engineers are responsible for designing, building, and managing data pipelines and infrastructure. They work closely with data scientists and analysts to ensure that data is available in a timely and accurate manner. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Data Engineer. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Data Engineer.

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Data Analyst

Data Analysts are responsible for collecting, cleaning, and analyzing data to identify trends and patterns. They use this information to make recommendations to businesses on how to improve their operations. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Data Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Data Analyst.

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Data Scientist

Data Scientists are responsible for developing and deploying models to solve business problems. They work with data engineers and analysts to ensure that models are accurate and reliable. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Data Scientist. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Data Scientist.

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Machine Learning Engineer

Machine Learning Engineers are responsible for building and deploying machine learning models. They work with data scientists and engineers to ensure that models are accurate and reliable. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Machine Learning Engineer. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Machine Learning Engineer.

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Software Engineer

Software Engineers are responsible for designing, developing, and maintaining software applications. They work with a variety of technologies, including programming languages, databases, and operating systems. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Software Engineer. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Software Engineer.

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Cloud Architect

Cloud Architects are responsible for designing and managing cloud computing infrastructure. They work with businesses to help them migrate their applications and data to the cloud. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Cloud Architect. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Cloud Architect.

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DevOps Engineer

DevOps Engineers are responsible for bridging the gap between development and operations. They work to ensure that software is deployed and maintained in a reliable and efficient manner. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful DevOps Engineer. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a DevOps Engineer.

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Data Visualization Engineer

Data Visualization Engineers are responsible for creating visualizations that help businesses understand their data. They work with data analysts and scientists to identify the most important insights from data, and then create visualizations that communicate those insights in a clear and concise way. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Data Visualization Engineer. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Data Visualization Engineer.

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Business Intelligence Analyst

Business Intelligence Analysts are responsible for gathering and analyzing data to help businesses make informed decisions. They work with data engineers, analysts, and scientists to identify trends and patterns in data, and then develop reports and visualizations that communicate those insights to stakeholders. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Business Intelligence Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Business Intelligence Analyst.

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Product Manager

Product Managers are responsible for defining and managing the development of products. They work with engineers, designers, and marketers to ensure that products meet the needs of customers. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Product Manager. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Product Manager.

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Marketing Analyst

Marketing Analysts are responsible for measuring the effectiveness of marketing campaigns and identifying opportunities for improvement. They work with marketers to collect and analyze data on customer behavior, and then develop insights that can be used to improve campaigns. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Marketing Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Marketing Analyst.

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Sales Analyst

Sales Analysts are responsible for analyzing sales data to identify trends and opportunities for growth. They work with sales teams to develop strategies to improve sales performance. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Sales Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Sales Analyst.

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Financial Analyst

Financial Analysts are responsible for analyzing financial data to make recommendations on investments. They work with companies to develop financial plans and strategies. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Financial Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Financial Analyst.

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Risk Analyst

Risk Analysts are responsible for identifying and assessing risks to businesses. They work with businesses to develop strategies to mitigate risks. The Building Resilient Streaming Systems on Google Cloud Platform course can help you develop the skills and knowledge needed to be a successful Risk Analyst. You will learn how to use Google Cloud Pub/Sub and Dataflow to build streaming data pipelines, and how to create dashboards to visualize data in real time. This course is a valuable resource for anyone who wants to pursue a career as a Risk Analyst.

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Building Resilient Streaming Systems on Google Cloud Platform 日本語版

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Real-time streaming systems in gcp

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