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Microsoft Cognitive Services
Text Analytics 1 API
Matthew Kruczek
Matthew Kruczek
In this course you will gain a foundational knowledge of the Text Analytics API that will help you move forward with your overall understanding of the Microsoft Cognitive Services Suite.
Read more
In this course you will gain a foundational knowledge of the Text Analytics API that will help you move forward with your overall understanding of the Microsoft Cognitive Services Suite.
Read more
In this course you will gain a foundational knowledge of the Text Analytics API that will help you move forward with your overall understanding of the Microsoft Cognitive Services Suite.
Have you heard the expression "software is eating the world"? Well if that's the case then AI is the hungriest one at the table. Microsoft has done a great job exposing out critical pieces of AI functionality through its Cognitive Services Suite. In the course, Microsoft Cognitive Services: Text Analytics 1 API, you will learn how to understand, configure, and utilize the Text Analytics API. You will learn the type of data that this API is meant to analyze, what scenarios it's best suited for, and how to program against it. When you're finished with this course, you will have a foundational knowledge of the Text Analytics API that will help you move forward with your overall understanding of the Microsoft Cognitive Services Suite.
Register for this course and see more details by visiting:
OpenCourser.com/course/h9cir9/microsoft
What's inside
Syllabus
Course Overview
Understand the Basics of Text Analytics
Accessing the Text Analytics API
Applying Text Analytics in a Real-world Scenario
Read more
Syllabus
Course Overview
Understand the Basics of Text Analytics
Accessing the Text Analytics API
Applying Text Analytics in a Real-world Scenario
Read more
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Examines the fundamentals of Text Analytics API, providing a strong foundation for further exploration in Microsoft Cognitive Services
Led by the experienced Matthew Kruczek, known for his expertise in the field
Focuses on real-world applications, making the learning practical and relevant
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Microsoft Cognitive Services: Text Analytics 1 API with these
activities:
Organize Course Resources
Show steps
Helps you stay organized and engaged by providing a structured approach to managing your course materials, enhancing your learning experience.
Show steps
-
Create a dedicated folder or notebook for course materials.
-
Regularly整理 your notes, assignments, and quizzes into the folder.
-
Review your organized materials periodically to reinforce your understanding.
Revisit Microsoft Cognitive Services Basics
Show steps
Refreshes your understanding of the fundamentals of Microsoft Cognitive Services, which will help you better grasp the Text Analytics API.
Browse courses on
Microsoft Cognitive Services
Show steps
-
Review the Microsoft Cognitive Services documentation.
-
Complete a few tutorials or sample projects on the Microsoft Cognitive Services website.
Join a Study Group
Show steps
Facilitates collaborative learning and knowledge exchange by connecting you with peers, fostering a deeper understanding of course concepts.
Show steps
-
Find a study buddy or group through online forums or social media.
-
Schedule regular meetings to discuss course content, share insights, and work on assignments together.
-
Actively participate in discussions and contribute to the group's learning.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Analyze Text with Text Analytics API Practice
Show steps
Provides hands-on experience analyzing text data with the Text Analytics API, reinforcing your understanding of its capabilities.
Show steps
-
Set up a Text Analytics API account.
-
Write code to perform basic text analysis tasks, such as sentiment analysis and key phrase extraction.
-
Troubleshoot any errors you encounter.
Explore 'Natural Language Processing with Python'
Show steps
Provides a deeper understanding of the foundational concepts and techniques used in natural language processing, complementing your knowledge of the Text Analytics API.
View
Natural Language Processing with Python:...
on Amazon
Show steps
-
Read through the book's chapters on text analysis and processing.
-
Implement the techniques described in the book using Python code.
-
Apply your learnings to analyze real-world text data.
Develop a Text Analytics Application
Show steps
Challenges you to apply your knowledge of the Text Analytics API by building a real-world application, deepening your understanding and fostering practical skills.
Show steps
-
Identify a problem or opportunity that can be solved using text analysis.
-
Design and develop an application that uses the Text Analytics API to solve the problem.
-
Test and iterate on your application to improve its performance.
-
Deploy your application and make it available to users.
Follow Tutorials on Advanced Text Analytics Techniques
Show steps
Exposes you to specialized text analytics techniques and algorithms, expanding your knowledge and enabling you to tackle more complex text analysis tasks.
Browse courses on
Machine Learning Algorithms
Show steps
-
Identify specific text analytics techniques you want to learn.
-
Search for and select high-quality tutorials or courses on those techniques.
-
Follow the tutorials, implement the techniques, and experiment with different approaches.
Organize Course Resources
Show steps
Helps you stay organized and engaged by providing a structured approach to managing your course materials, enhancing your learning experience.
Show steps
Show steps
Show steps
- Create a dedicated folder or notebook for course materials.
- Regularly整理 your notes, assignments, and quizzes into the folder.
- Review your organized materials periodically to reinforce your understanding.
Revisit Microsoft Cognitive Services Basics
Show steps
Refreshes your understanding of the fundamentals of Microsoft Cognitive Services, which will help you better grasp the Text Analytics API.
Browse courses on
Microsoft Cognitive Services
Show steps
Show steps
Show steps
- Review the Microsoft Cognitive Services documentation.
- Complete a few tutorials or sample projects on the Microsoft Cognitive Services website.
Join a Study Group
Show steps
Facilitates collaborative learning and knowledge exchange by connecting you with peers, fostering a deeper understanding of course concepts.
Show steps
Show steps
Show steps
- Find a study buddy or group through online forums or social media.
- Schedule regular meetings to discuss course content, share insights, and work on assignments together.
- Actively participate in discussions and contribute to the group's learning.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Analyze Text with Text Analytics API Practice
Show steps
Provides hands-on experience analyzing text data with the Text Analytics API, reinforcing your understanding of its capabilities.
Show steps
Show steps
Show steps
- Set up a Text Analytics API account.
- Write code to perform basic text analysis tasks, such as sentiment analysis and key phrase extraction.
- Troubleshoot any errors you encounter.
Explore 'Natural Language Processing with Python'
Show steps
Provides a deeper understanding of the foundational concepts and techniques used in natural language processing, complementing your knowledge of the Text Analytics API.
View
Natural Language Processing with Python:...
on Amazon
Show steps
Show steps
Show steps
- Read through the book's chapters on text analysis and processing.
- Implement the techniques described in the book using Python code.
- Apply your learnings to analyze real-world text data.
Develop a Text Analytics Application
Show steps
Challenges you to apply your knowledge of the Text Analytics API by building a real-world application, deepening your understanding and fostering practical skills.
Show steps
Show steps
Show steps
- Identify a problem or opportunity that can be solved using text analysis.
- Design and develop an application that uses the Text Analytics API to solve the problem.
- Test and iterate on your application to improve its performance.
- Deploy your application and make it available to users.
Follow Tutorials on Advanced Text Analytics Techniques
Show steps
Exposes you to specialized text analytics techniques and algorithms, expanding your knowledge and enabling you to tackle more complex text analysis tasks.
Browse courses on
Machine Learning Algorithms
Show steps
Show steps
Show steps
- Identify specific text analytics techniques you want to learn.
- Search for and select high-quality tutorials or courses on those techniques.
- Follow the tutorials, implement the techniques, and experiment with different approaches.
Career center
Learners who complete Microsoft Cognitive Services: Text Analytics 1 API will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts study data to uncover patterns and trends that can help businesses make better decisions. They use a variety of statistical and analytical techniques to analyze data, and they often use software tools to help them visualize and interpret their findings. The Microsoft Cognitive Services: Text Analytics 1 API course is a great way to learn about the basics of text analytics, which is a valuable skill for Data Analysts. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to make better decisions.
Business Analyst
Business Analyst
Business Analysts work with businesses to identify and solve problems. They use a variety of analytical techniques to identify and understand the needs of a business, and they develop and implement solutions to meet those needs. The Microsoft Cognitive Services: Text Analytics 1 API course can be helpful for Business Analysts who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to make better decisions.
Market Researcher
Market Researcher
Market Researchers study the market to understand the needs and wants of consumers. They use a variety of research methods to collect data about consumers, and they use this data to develop marketing strategies. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Market Researchers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to make better decisions.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. They use a variety of programming languages and tools to create software that meets the needs of users. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Software Engineers who need to develop software that analyzes text data. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to develop better software.
Data Scientist
Data Scientist
Data Scientists use data to solve problems and make predictions. They use a variety of statistical and analytical techniques to analyze data, and they often use software tools to help them visualize and interpret their findings. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Data Scientists who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to make better decisions.
Web Developer
Web Developer
Web Developers design and develop websites. They use a variety of programming languages and tools to create websites that are both visually appealing and easy to use. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Web Developers who need to develop websites that analyze text data. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to develop better websites.
Technical Writer
Technical Writer
Technical Writers create documentation for software and other technical products. They use a variety of writing skills to create documentation that is clear, concise, and easy to understand. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Technical Writers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better documentation.
Information Architect
Information Architect
Information Architects design and organize websites and other information systems. They use a variety of techniques to create information systems that are easy to use and navigate. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Information Architects who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better information systems.
User Experience Designer
User Experience Designer
User Experience Designers design and develop the user interface for websites and other software products. They use a variety of design techniques to create user interfaces that are both visually appealing and easy to use. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for User Experience Designers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better user interfaces.
Content Strategist
Content Strategist
Content Strategists develop and manage content for websites and other marketing channels. They use a variety of writing and editing skills to create content that is engaging and informative. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Content Strategists who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better content.
Digital Marketing Manager
Digital Marketing Manager
Digital Marketing Managers plan and execute digital marketing campaigns. They use a variety of digital marketing techniques to reach and engage target audiences. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Digital Marketing Managers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better digital marketing campaigns.
Public relations manager
Public relations manager
Public Relations Managers manage the public relations activities of organizations. They use a variety of public relations techniques to build and maintain relationships with the media and other stakeholders. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Public Relations Managers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better public relations campaigns.
Sales Manager
Sales Manager
Sales Managers manage the sales activities of organizations. They use a variety of sales techniques to reach and engage target customers. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Sales Managers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better sales campaigns.
Customer Service Manager
Customer Service Manager
Customer Service Managers manage the customer service activities of organizations. They use a variety of customer service techniques to resolve customer issues and build customer relationships. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Customer Service Managers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better customer service experiences.
Operations Manager
Operations Manager
Operations Managers manage the operations of organizations. They use a variety of management techniques to ensure that organizations run efficiently and effectively. The Microsoft Cognitive Services: Text Analytics 1 API course may be helpful for Operations Managers who need to analyze text data as part of their work. This course will teach you how to use the Text Analytics API to analyze text data, and you will learn how to use this information to create better operations.
For more career information including salaries, visit:
OpenCourser.com/course/h9cir9/microsoft
Reading list
We've selected nine 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
Microsoft Cognitive Services: Text Analytics 1 API.
Good introduction to natural language processing with Python. It covers basic concepts and techniques, and provides a good foundation for further learning.
Save
Provides a comprehensive overview of text mining with R. It covers all aspects of the process, from data collection and preparation to analysis and visualization.
Provides a practical introduction to machine learning for text. It covers a wide range of topics, including text classification, clustering, and topic modeling.
Provides a comprehensive overview of text analytics with Python. It covers a wide range of topics, including text classification, clustering, and topic modeling.
Provides a comprehensive overview of natural language processing with transformers. It covers a wide range of topics, including transformer architectures, pre-trained models, and fine-tuning.
Provides a comprehensive overview of natural language processing. It covers a wide range of topics, including text classification, clustering, and topic modeling.
Provides a practical introduction to natural language processing with Python and spaCy. It covers a wide range of topics, including text classification, clustering, and topic modeling.
Provides a comprehensive overview of natural language processing with Python. It covers a wide range of topics, including text classification, clustering, and topic modeling.
Provides a comprehensive overview of natural language processing. It covers a wide range of topics, including text classification, clustering, and topic modeling.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/h9cir9/microsoft
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Time
61 hours
Level
Introductory
Via
Pluralsight
Instructor
Matthew Kruczek
Language
English
Good to know
Examines the fundamentals of Text Analytics API, providing a strong foundation for further exploration in Microsoft Cognitive Services
Led by the experienced Matthew Kruczek, known for his expertise in the field
Focuses on real-world applications, making the learning practical and relevant
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