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Data Literacy

Essentials of Microsoft Azure Cognitive Services

JS Padoan

Azure Cognitive Services are a set of tools and components that allow you to enrich applications with AI. This course teaches you the major features of the toolset as well as guidelines to deploy Azure Cognitive Services at Enterprise scale.

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Azure Cognitive Services are a set of tools and components that allow you to enrich applications with AI. This course teaches you the major features of the toolset as well as guidelines to deploy Azure Cognitive Services at Enterprise scale.

Developing an efficient and reliable AI capability on a global scale requires leveraging first-class Cloud tools. In this course, Data Literacy: Essentials of Microsoft Azure Cognitive Services, you’ll learn the major features of these Azure tools as well as global guidelines to streamline your deployment. First, you’ll explore the different types of AI capabilities available in Azure Cognitive Services. Next, you’ll discover how to Plan Cognitive services and also the principles for a responsible AI Solution. Finally, you’ll learn how to Manage Cognitive services for Enterprise applications. When you’re finished with this course, you’ll have the skills and knowledge of Azure Cognitive Services needed to successfully start to use and leverage that fantastic set of Azure tools.

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What's inside

Syllabus

Course Overview
Planning with Cognitive Services
Managing Cognitive Services for Enterprise Applications

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops essential skills for beginning data literacy
Teaches major features of Azure Cognitive Services
Taught by JS Padoan, instructor with experience in Azure

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Activities

Coming soon We're preparing activities for Data Literacy: Essentials of Microsoft Azure Cognitive Services. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Data Literacy: Essentials of Microsoft Azure Cognitive Services will develop knowledge and skills that may be useful to these careers:
Software Engineer
Software Engineers design, develop, and maintain software applications. They work on a variety of projects, from small businesses to large enterprises. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop AI-powered software applications.
Data Scientist
Data Scientists use statistical and machine learning techniques to extract insights from data. They build models that can be used to predict future outcomes, and they communicate their findings to stakeholders. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop AI-powered data science solutions.
Machine Learning Engineer
Machine Learning Engineers build and deploy machine learning models. They work closely with Data Scientists to develop and test models, and they ensure that models are deployed in a production environment. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop and deploy AI-powered machine learning solutions.
Data Engineer
Data Engineers design, build, and maintain data pipelines. They ensure that data is clean, reliable, and accessible. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop AI-powered data engineering solutions.
Data Analyst
Data Analysts collect, clean, and analyze data using statistical techniques. They identify patterns and trends, and they communicate their findings to stakeholders. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop AI-powered data analysis solutions.
Business Intelligence Analyst
Business Intelligence Analysts gather raw data, analyze trends, and apply quantitative methods to extract insights that inform business decisions. The skills and knowledge learned in Data Literacy: Essentials of Microsoft Azure Cognitive Services may be useful. For example, this course will help you understand how to use cloud-based tools to automate data analysis tasks, which can free you up to focus on more strategic initiatives.
Business Analyst
Business Analysts help organizations improve their business processes. They analyze data, identify problems, and recommend solutions. This course will help build a foundation for success in this role by teaching you how to use Microsoft Azure Cognitive Services to develop AI-powered business analysis solutions.
Project Manager
Project Managers plan, execute, and close projects. They work with stakeholders to define project scope, budget, and timeline. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered project management solutions.
Nonprofit Leader
Nonprofit Leaders manage and lead nonprofit organizations. They develop strategic plans, raise funds, and oversee programs. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered nonprofit solutions.
Product Manager
Product Managers are responsible for the development and launch of new products. They work closely with engineers, designers, and marketers to bring products to market. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered products.
Consultant
Consultants provide advice and guidance to organizations on a variety of topics. They work with clients to identify problems, develop solutions, and implement change. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered consulting solutions.
Entrepreneur
Entrepreneurs start and run their own businesses. They identify opportunities, develop business plans, and raise capital. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered business solutions.
Researcher
Researchers conduct scientific research to advance knowledge. They design and conduct experiments, analyze data, and publish their findings. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered research solutions.
Academic
Academics teach and conduct research at universities. They develop curriculum, deliver lectures, and publish their findings. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered academic solutions.
Government Official
Government Officials develop and implement public policy. They work with constituents, stakeholders, and other government agencies. This course may be useful in this role, as it will teach you how to use Microsoft Azure Cognitive Services to develop AI-powered government solutions.

Reading list

We've selected seven 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 Data Literacy: Essentials of Microsoft Azure Cognitive Services.
Comprehensive guide to natural language processing (NLP). It covers the basics of NLP, as well as more advanced topics such as machine translation and text classification.
Practical guide to deep learning. It covers the basics of deep learning, as well as more advanced topics such as building and training deep learning models.
Comprehensive guide to machine learning. It covers the basics of machine learning, as well as more advanced topics such as deep learning.
Comprehensive overview of artificial intelligence (AI). It covers the history of AI, the different types of AI, and the applications of AI.
Provides a comprehensive overview of speech and language processing, including NLP, which core topic in the course on Azure Cognitive Services.
Introduces deep learning concepts and techniques, providing a solid foundation for understanding the underlying principles of Azure Cognitive Services.

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