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Ed Freitas
Extracting Meaning from Natural Language with LUIS will allow you to build apps and bots that are capable to understanding natural human language and being able to act on those commands.
Read more
Extracting Meaning from Natural Language with LUIS will allow you to build apps and bots that are capable to understanding natural human language and being able to act on those commands.
Read more
Extracting Meaning from Natural Language with LUIS will allow you to build apps and bots that are capable to understanding natural human language and being able to act on those commands.
LUIS is a machine learning-based service to build natural language into apps, bots, and IoT devices. It allows developers to quickly create enterprise-ready, custom models that continuously improve.
LUIS is designed to identify valuable information in conversations, and it interprets user goals (intents) and distills valuable information from sentences (entities), for a high quality, nuanced language model.
LUIS integrates seamlessly with the Microsoft Bot Framework and allows developers to quickly and relatively easily add conversational logic to their apps and bots.
As a developer using LUIS, you'll be able to have your app benefit from service offers active learning for natural language processing and is continuously improved.
Register for this course and see more details by visiting:
OpenCourser.com/course/efwn79/extracting
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What's inside
Syllabus
Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Suitable for software developers seeking to enhance natural language understanding in their applications and bots
Designed for individuals with prior experience in developing applications or bots, as it assumes familiarity with these concepts
Provides hands-on labs and interactive materials, allowing learners to apply the concepts and techniques directly
Leverages the Microsoft Bot Framework, enabling easy integration of conversational logic into applications and bots
Focuses on practical application and real-world scenarios, making the concepts relatable and actionable
Save this course
Save Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure to your list so you can find it easily later:
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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 Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure with these
activities:
Organize Course Resources and Notes
Show steps
Stay organized and retain key concepts by compiling course materials.
Show steps
-
Create a structured folder system
-
File and categorize lecture notes, slides, and exercises
Review NLP Techniques
Show steps
Warm up your knowledge and understanding of NLP before starting the course.
Browse courses on
Natural Language Processing
Show steps
-
Revisit basic concepts of NLP
-
Review algorithms like TF-IDF and N-grams
Explore LUIS Documentation and Tutorials
Show steps
Enhance your understanding of LUIS through official resources.
Show steps
-
Visit the LUIS documentation portal
-
Follow step-by-step tutorials for common tasks
Five other activities
Expand to see all activities and additional details
Show all eight activities
Connect with LUIS Experts
Show steps
Seek guidance and insights from experienced LUIS practitioners.
Show steps
-
Join online communities and forums
-
Attend webinars and meetups
Analyze Text Data Using LUIS
Show steps
Practice your LUIS skills through hands-on exercises.
Show steps
-
Import and prepare text data
-
Create a LUIS app and model
-
Train and evaluate your model
Discuss Course Concepts with Peers
Show steps
Engage in discussions with peers to strengthen your understanding.
Show steps
-
Form study groups or join online forums
-
Share ideas, ask questions, and provide feedback
Design a Conversational Bot Using LUIS
Show steps
Apply your LUIS knowledge to build a practical bot solution.
Show steps
-
Define the bot's purpose and user stories
-
Design the conversation flow
-
Integrate LUIS into the bot
Participate in Hackathons or NLP Challenges
Show steps
Challenge yourself and showcase your skills through competitions.
Show steps
-
Identify relevant hackathons or competitions
-
Team up with other students or developers
Organize Course Resources and Notes
Show steps
Stay organized and retain key concepts by compiling course materials.
Show steps
Show steps
Show steps
- Create a structured folder system
- File and categorize lecture notes, slides, and exercises
Review NLP Techniques
Show steps
Warm up your knowledge and understanding of NLP before starting the course.
Browse courses on
Natural Language Processing
Show steps
Show steps
Show steps
- Revisit basic concepts of NLP
- Review algorithms like TF-IDF and N-grams
Explore LUIS Documentation and Tutorials
Show steps
Enhance your understanding of LUIS through official resources.
Show steps
Show steps
Show steps
- Visit the LUIS documentation portal
- Follow step-by-step tutorials for common tasks
Five other activities
Expand to see all activities and additional details
Show all eight activities
Connect with LUIS Experts
Show steps
Seek guidance and insights from experienced LUIS practitioners.
Show steps
Show steps
Show steps
- Join online communities and forums
- Attend webinars and meetups
Analyze Text Data Using LUIS
Show steps
Practice your LUIS skills through hands-on exercises.
Show steps
Show steps
Show steps
- Import and prepare text data
- Create a LUIS app and model
- Train and evaluate your model
Discuss Course Concepts with Peers
Show steps
Engage in discussions with peers to strengthen your understanding.
Show steps
Show steps
Show steps
- Form study groups or join online forums
- Share ideas, ask questions, and provide feedback
Design a Conversational Bot Using LUIS
Show steps
Apply your LUIS knowledge to build a practical bot solution.
Show steps
Show steps
Show steps
- Define the bot's purpose and user stories
- Design the conversation flow
- Integrate LUIS into the bot
Participate in Hackathons or NLP Challenges
Show steps
Challenge yourself and showcase your skills through competitions.
Show steps
Show steps
Show steps
- Identify relevant hackathons or competitions
- Team up with other students or developers
Career center
Learners who complete Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure will develop knowledge and skills
that may be useful to these careers:
Natural Language Processing Engineer
Natural Language Processing Engineer
Natural Language Processing Engineers apply their understanding of natural language to develop software solutions. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with strong foundations in natural language processing technology. You will learn how to extract meaningful information from text and speech data, which is a key skill for NLP Engineers. This course is a great way to start or advance your career in natural language processing.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design and develop machine learning models to solve real-world problems. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with a solid foundation in machine learning, including natural language processing. You will learn how to build and train machine learning models that can extract meaningful information from text and speech data. This course is a valuable step towards a career as a Machine Learning Engineer.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is a key skill for Data Scientists. You will learn how to extract meaningful information from text and speech data, which can be used to improve decision-making and drive business outcomes. This course is a great way to start or advance your career as a Data Scientist.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Software Engineers. You will learn how to build software applications that can understand and respond to natural language input. This course is a great way to start or advance your career as a Software Engineer.
Product Manager
Product Manager
Product Managers are responsible for the development and launch of new products. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Product Managers. You will learn how to understand and respond to customer feedback, and how to develop products that meet their needs. This course is a great way to start or advance your career as a Product Manager.
Business Analyst
Business Analyst
Business Analysts analyze business processes and identify areas for improvement. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Business Analysts. You will learn how to extract meaningful information from text and speech data, which can be used to improve business processes and drive decision-making. This course is a great way to start or advance your career as a Business Analyst.
Technical Writer
Technical Writer
Technical Writers create documentation for software and other technical products. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Technical Writers. You will learn how to write clear and concise documentation that can be easily understood by users. This course is a great way to start or advance your career as a Technical Writer.
Content Writer
Content Writer
Content Writers create written content for websites, blogs, and other marketing materials. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Content Writers. You will learn how to write compelling and engaging content that can be easily understood by readers. This course is a great way to start or advance your career as a Content Writer.
Marketing Manager
Marketing Manager
Marketing Managers develop and execute marketing campaigns to promote products and services. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Marketing Managers. You will learn how to understand and respond to customer feedback, and how to develop marketing campaigns that meet their needs. This course is a great way to start or advance your career as a Marketing Manager.
Sales Manager
Sales Manager
Sales Managers lead and manage sales teams to achieve sales goals. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Sales Managers. You will learn how to understand and respond to customer needs, and how to develop sales strategies that meet those needs. This course is a great way to start or advance your career as a Sales Manager.
Customer Success Manager
Customer Success Manager
Customer Success Managers help customers achieve success with a company's products and services. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Customer Success Managers. You will learn how to understand and respond to customer feedback, and how to develop strategies to help customers achieve their goals. This course is a great way to start or advance your career as a Customer Success Manager.
Project Manager
Project Manager
Project Managers plan and execute projects to achieve specific goals. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Project Managers. You will learn how to understand and respond to stakeholder needs, and how to develop project plans that meet those needs. This course is a great way to start or advance your career as a Project Manager.
Operations Manager
Operations Manager
Operations Managers plan and execute operations to achieve specific goals. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Operations Managers. You will learn how to understand and respond to operational needs, and how to develop operational plans that meet those needs. This course is a great way to start or advance your career as an Operations Manager.
Human Resources Manager
Human Resources Manager
Human Resources Managers plan and execute human resources strategies to achieve specific goals. This course, Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure, will provide you with skills in natural language processing, which is increasingly important for Human Resources Managers. You will learn how to understand and respond to employee needs, and how to develop human resources strategies that meet those needs. This course is a great way to start or advance your career as a Human Resources Manager.
For more career information including salaries, visit:
OpenCourser.com/course/efwn79/extracting
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
Extracting Meaning from Natural Language with the Language Understanding Service (LUIS) on Microsoft Azure.
Provides a comprehensive overview of natural language processing techniques, including machine learning algorithms for natural language processing. It would be helpful for readers who want to build a deeper understanding of the theoretical foundations of natural language processing.
Provides a comprehensive overview of natural language understanding, including techniques for natural language processing, machine learning, and knowledge representation. It would be helpful for readers who want to build a deeper understanding of the theoretical foundations of natural language understanding.
Provides a comprehensive overview of speech and language processing, including techniques for natural language processing, machine learning, and speech recognition. It would be helpful for readers who want to build a deeper understanding of the theoretical foundations of speech and language processing.
Provides a comprehensive overview of the statistical foundations of natural language processing, including techniques for machine learning, natural language processing, and statistical modeling. It would be helpful for readers who want to build a deeper understanding of the theoretical foundations of statistical natural language processing.
Provides a practical overview of natural language processing techniques, including machine learning algorithms for natural language processing. It would be helpful for readers who want to learn how to apply natural language processing techniques to real-world problems.
Provides a comprehensive overview of natural language processing, including techniques for machine learning, natural language processing, and knowledge representation. It would be helpful for readers who want to build a deeper understanding of the theoretical foundations of natural language processing.
Provides a practical overview of natural language processing techniques, including machine learning algorithms for natural language processing. It would be helpful for readers who want to learn how to apply natural language processing techniques to real-world problems using R.
Provides a practical overview of natural language processing techniques, including machine learning algorithms for natural language processing. It would be helpful for readers who want to learn how to apply natural language processing techniques to real-world problems using Oracle.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/efwn79/extracting
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Time
42 hours
Level
Introductory
Via
Pluralsight
Instructor
Ed Freitas
Language
English
Good to know
Suitable for software developers seeking to enhance natural language understanding in their applications and bots
Designed for individuals with prior experience in developing applications or bots, as it assumes familiarity with these concepts
Provides hands-on labs and interactive materials, allowing learners to apply the concepts and techniques directly
Leverages the Microsoft Bot Framework, enabling easy integration of conversational logic into applications and bots
Focuses on practical application and real-world scenarios, making the concepts relatable and actionable
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