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Innovating with Google Cloud Artificial Intelligence - 日本語版
Google Cloud Training
Google Cloud Training
AI と ML は、幅広い業種に急速な変革をもたらしているインフォメーション テクノロジーにおける重要な進化です。「Innovating with Google Cloud Artificial Intelligence」では、AI と ML を活用して組織でビジネス プロセスを変革する方法について学習します。
このコースは Cloud Digital Leader 学習プログラムの一部で、個人が自分の役割において成長し、ビジネスの未来を構築することを目的としています。
Register for this course and see more details by visiting:
OpenCourser.com/course/w4jw51/innovating
What's inside
Syllabus
コースの概要
ここでは、コースの目標と各セクションのプレビューをご紹介します。
AI と ML の基礎知識
AI と ML はビジネスに多くのメリットをもたらす可能性を秘めていますが、実際に使い始める前に、AI と ML の基礎を理解することが重要です。このセクションでは、AI と ML に関する数多くの基本的コンセプトをについて説明します。
Read more
Syllabus
コースの概要
ここでは、コースの目標と各セクションのプレビューをご紹介します。
AI と ML の基礎知識
AI と ML はビジネスに多くのメリットをもたらす可能性を秘めていますが、実際に使い始める前に、AI と ML の基礎を理解することが重要です。このセクションでは、AI と ML に関する数多くの基本的コンセプトをについて説明します。
Read more
Google Cloud の AI / ML ソリューション
このセクションでは、Google Cloud で ML モデルを構築する 4 つの選択肢（BigQuery ML、事前構築済みの API、AutoML、カスタム トレーニング）について学習します。
コースのまとめ
コースの最後に、各セクションの要点のまとめと学習を続けるステップを説明します。
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
専門知識や深い専門性を持つ人向けのコース
業界で幅広い応用が期待できるAIとMLについて学ぶ
Google CloudのAI/MLソリューションについて学ぶ
ビジネスプロセスを変革する方法について学ぶ
AIとMLの基礎を学ぶ必要がある
Cloud Digital Leader学習プログラムの一部
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Activities
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We're preparing activities for
Innovating with Google Cloud Artificial Intelligence - 日本語版.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Innovating with Google Cloud Artificial Intelligence - 日本語版 will develop knowledge and skills
that may be useful to these careers:
AI Engineer
AI Engineer
AI Engineers build, train, and evaluate machine learning models to solve complex problems. They are responsible for designing and developing AI systems, as well as monitoring and maintaining them. With this course, you will gain a foundational understanding of AI and ML concepts and learn how to use Google Cloud's AI/ML solutions to build and deploy your own AI applications. This course can help you build a strong foundation for a successful career as an AI Engineer.
Data Scientist
Data Scientist
Data Scientists use data to extract insights and build predictive models. They work with large datasets to identify patterns and trends, and they use statistical techniques to develop models that can make predictions about future events. This course can help you develop a solid foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to build and deploy your own data science projects. This course can help you on your path to becoming a successful Data Scientist.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are responsible for building, deploying, and maintaining machine learning models. They work with data scientists to identify the right models for a given problem, and they then develop and implement the models. This course can help you develop a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to build and deploy your own machine learning models. This course can help you on your path to a successful career in the field.
Data Analyst
Data Analyst
Data Analysts use data to identify trends and patterns. They work with large datasets to extract insights and make recommendations. This course can help you develop a solid foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you on the path to a successful career as a Data Analyst.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. They work with a variety of programming languages and technologies to create software that meets the needs of users. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to build and deploy AI features in your software applications. This course can help you gain a competitive advantage in the job market and advance your career as a Software Engineer.
Business Analyst
Business Analyst
Business Analysts use data to identify opportunities and solve problems. They work with stakeholders to understand their needs and develop solutions that meet those needs. This course can help you develop a solid foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Business Analyst.
Project Manager
Project Manager
Project Managers are responsible for planning and executing projects. They work with a variety of teams to ensure that projects are completed on time and within budget. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Project Manager.
Marketing Manager
Marketing Manager
Marketing Managers are responsible for developing and executing marketing campaigns. They work with a variety of channels to reach target audiences and promote products or services. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Marketing Manager.
Product Manager
Product Manager
Product Managers are responsible for developing and managing products. They work with engineers, designers, and marketers to create products that meet the needs of users. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to develop data-driven products. This course can help you become a more effective Product Manager.
Operations Manager
Operations Manager
Operations Managers are responsible for planning and executing operations. They work with a variety of teams to ensure that operations run smoothly and efficiently. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Operations Manager.
Consultant
Consultant
Consultants provide advice and guidance to organizations. They work with clients to identify and solve problems. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Consultant.
Entrepreneur
Entrepreneur
Entrepreneurs start and run their own businesses. They identify opportunities and develop solutions to meet those opportunities. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to develop data-driven products and services. This course can help you become a more successful Entrepreneur.
Customer Success Manager
Customer Success Manager
Customer Success Managers are responsible for ensuring that customers are satisfied with their products or services. They work with customers to resolve issues and provide support. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Customer Success Manager.
Research Analyst
Research Analyst
Research Analysts use data to conduct research and provide insights. They work with a variety of stakeholders to identify and solve problems. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Research Analyst.
Sales Manager
Sales Manager
Sales Managers are responsible for leading and managing sales teams. They work with salespeople to develop and execute sales strategies. This course can help you build a strong foundation in AI and ML and learn how to use Google Cloud's AI/ML solutions to analyze data and build predictive models. This course can help you become a more effective Sales Manager.
For more career information including salaries, visit:
OpenCourser.com/course/w4jw51/innovating
Reading list
We've selected eight 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
Innovating with Google Cloud Artificial Intelligence - 日本語版.
Save
ディープラーニングの包括的で権威ある教科書で、このコースのAIとMLの基礎の理解を深めるのに役立ちます。
人工知能、自動化、その他の技術的進歩が社会と経済に与える影響について考察した書籍で、このコースで紹介されるAIとMLの潜在的な影響を理解するのに役立ちます。
機械学習の基礎や人工知能の動向について詳しく解説した教科書で、このコースの補完教材として最適です。
Save
強力なAIの潜在的なリスクと利点について考察した書籍で、このコースで紹介されるAIとMLの倫理的影響を理解するのに役立ちます。
ビジネスにおけるAIの活用について包括的に解説した書籍で、このコースで紹介されるAIとMLのビジネス上の利点を理解するのに役立ちます。
機械学習ライブラリを使った実践的な入門書で、このコースで紹介されるGoogle CloudのAI/MLソリューションを補完します。
Save
人工知能とその他の技術的進歩が人類の未来に与える影響について洞察を提供する書籍で、このコースで紹介されるAIとMLの長期的な意味合いを理解するのに役立ちます。
機械学習の基礎を簡潔にまとめた入門書で、このコースで紹介される概念の理解に役立ちます。
For more information about how these books relate to this course, visit:
OpenCourser.com/course/w4jw51/innovating
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Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
日本語
Good to know
専門知識や深い専門性を持つ人向けのコース
業界で幅広い応用が期待できるAIとMLについて学ぶ
Google CloudのAI/MLソリューションについて学ぶ
ビジネスプロセスを変革する方法について学ぶ
AIとMLの基礎を学ぶ必要がある
Cloud Digital Leader学習プログラムの一部
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