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Google Cloud Training
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
Register for this course and see more details by visiting:
OpenCourser.com/course/3ba9ol/building
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
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
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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.
Activities
Coming soon
We're preparing activities for
Building Resilient Streaming Systems on Google Cloud Platform 日本語版.
These are activities you can do either before, during, or after a course.
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 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.
Data Analyst
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.
Data Scientist
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.
Machine Learning Engineer
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.
Software Engineer
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.
Cloud Architect
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.
DevOps Engineer
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.
Data Visualization Engineer
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.
Business Intelligence Analyst
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.
Product Manager
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.
Marketing Analyst
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.
Sales Analyst
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.
Financial Analyst
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.
Risk Analyst
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.
For more career information including salaries, visit:
OpenCourser.com/course/3ba9ol/building
Reading list
We haven't picked any books for this reading list yet.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/3ba9ol/building
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Time
10 hours
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
This course belongs to a
collection
called
Data Engineering on Google Cloud Platform 日本語版. It's comprised of five courses:
- Building Resilient Streaming Systems on Google Cloud Platform 日本語版 (viewing)
- Google Cloud Big Data and Machine Learning Fundamentals 日本語版
- Serverless Machine Learning with Tensorflow on Google Cloud Platform 日本語版
- Serverless Data Analysis with Google BigQuery and Cloud Dataflow 日本語版
- Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform 日本語版
Good to know
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
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