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Jurgen Kevelaers
The Microsoft cloud includes a collection of services that help you create advanced AI solutions. This course will teach you how to build a knowledge mining solution with Azure Cognitive Search.
Read more
The Microsoft cloud includes a collection of services that help you create advanced AI solutions. This course will teach you how to build a knowledge mining solution with Azure Cognitive Search.
Read more
The Microsoft cloud includes a collection of services that help you create advanced AI solutions. This course will teach you how to build a knowledge mining solution with Azure Cognitive Search.
The Designing and Implementing a Microsoft Azure AI Solution exam is for candidates that aspire to become specialists in managing AI solutions on Azure. In this course, Build a Knowledge Mining Solution with Microsoft Azure, you’ll learn to work with the Cognitive Search service. First, you’ll explore data sources and indexes. Next, you’ll discover how to implement a custom skill. Finally, you’ll learn how to create a knowledge store. When you’re finished with this course, you’ll have the skills and knowledge of Cognitive Search needed to implement an intelligent search solution in Azure.
This course is no longer available. Find something similar by browsing:
Cognitive Search
Azure
Knowledge Mining
AI
Microsoft Azure AI Solution
Data Sources
Indexes
Register for this course and see more details by visiting:
OpenCourser.com/course/306ksi/build
What's inside
Syllabus
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Teaches learners about data sources, indexes, custom skills, and knowledge stores, which are concepts essential to building knowledge mining solutions in the Microsoft cloud
Helps prepare learners for the Designing and Implementing a Microsoft Azure AI Solution exam, which can lead to advanced career opportunities and recognition
Provides hands-on labs and interactive materials, allowing learners to apply the concepts and skills learned throughout the course
Taught by Jurgen Kevelaers, who has extensive experience in the field of AI and data mining
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Reviews summary
Foundational azure knowledge mining solution
According to students, this course offers a largely positive and solid introduction to building knowledge mining solutions with Microsoft Azure. Learners frequently commend the instructor's clear explanations and the highly valuable hands-on labs, which effectively reinforce learning and provide practical applications. While excellent for beginners and those seeking a strong foundation, some experienced learners note a lack of advanced depth, particularly for topics like custom skills, suggesting it might require additional study for specialization. A few also point out the need to update some older demos due to rapid Azure UI changes.
Hands-on labs effectively reinforce learning.
"The hands-on labs were incredibly helpful and solidified my understanding."
"I particularly enjoyed the section on creating a knowledge store; the labs reinforced the learning wonderfully."
"The hands-on exercises were crucial for feeling confident in approaching knowledge mining projects on Azure."
Complex concepts are explained very clearly.
"The instructor is very clear and explains complex concepts in an easy-to-understand manner."
"I found the instructor's pace perfect, and the content was highly relevant to my job."
"The instructor was engaging throughout, and the concepts were broken down very effectively."
A strong starting point for Azure Cognitive Search.
"This course is absolutely fantastic for anyone looking to get started with Azure Cognitive Search."
"It's a solid introduction to knowledge mining with Azure."
"Good for a quick overview, providing a practical overview of Azure Cognitive Search. It's a decent start for someone new to Azure AI."
Some demos are outdated, needing updates.
"I had to consult external documentation frequently to fully grasp some of the concepts."
"My main feedback would be to update some of the older demos, as Azure UI changes quickly, which can be confusing."
"Some of the code snippets provided weren't fully explained, leading to frustration."
Not deep enough for specialists or advanced users.
"I was disappointed with the depth; it doesn't really teach how to 'build' a solution robustly."
"Advanced users might find some parts too basic; it's okay for absolute beginners but not for someone with prior Azure experience looking to specialize."
"I felt some sections, particularly on custom skills, could have gone into more depth."
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 Build a Knowledge Mining Solution with Microsoft Azure with these
activities:
Review basic cloud computing concepts
Show steps
Brush up on the core concepts and terminology of cloud computing to provide context for the course materials.
Browse courses on
Cloud Computing
Show steps
-
Read articles and blog posts about cloud computing
-
Watch introductory videos on cloud platforms, such as Azure
Explore the Microsoft Azure Cognitive Search documentation
Show steps
Familiarize yourself with the main features and capabilities of Azure Cognitive Search, the core technology used in the course.
Show steps
-
Navigate the Microsoft Azure Cognitive Search documentation
-
Read tutorials on creating and managing knowledge stores
Attend an Azure User Group meeting
Show steps
Connect with other Azure professionals and learn about the latest trends in AI and machine learning.
Show steps
-
Find an Azure User Group meeting near you
-
Attend the meeting and participate in discussions
-
Network with other attendees
Four other activities
Expand to see all activities and additional details
Show all seven activities
Create a sample knowledge mining solution
Show steps
Build a hands-on solution to test your understanding of the concepts covered in the course.
Browse courses on
Knowledge Mining
Show steps
-
Set up an Azure subscription
-
Create an Azure Cognitive Search service
-
Create a data source and index
-
Implement a custom skill
-
Create a knowledge store
Lead a study group or Q&A session
Show steps
Help your peers solidify their understanding of Cognitive Search by sharing your knowledge.
Show steps
-
Organize a study group or Q&A session
-
Prepare materials and talking points
-
Facilitate the discussion
Develop a knowledge mining solution proposal
Show steps
Apply your knowledge to a real-world scenario by designing a solution that meets specific business requirements.
Browse courses on
Knowledge Mining
Show steps
-
Identify a business problem or opportunity
-
Research and select appropriate Azure Cognitive Search features
-
Design the solution architecture
-
Create a proof of concept
Contribute to the Azure Cognitive Search GitHub repository
Show steps
Deepen your understanding of Cognitive Search by exploring and contributing to its open-source codebase.
Show steps
-
Identify an area where you can contribute
-
Fork the repository and create a pull request
-
Work with the community to refine your contribution
Review basic cloud computing concepts
Show steps
Brush up on the core concepts and terminology of cloud computing to provide context for the course materials.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Read articles and blog posts about cloud computing
- Watch introductory videos on cloud platforms, such as Azure
Explore the Microsoft Azure Cognitive Search documentation
Show steps
Familiarize yourself with the main features and capabilities of Azure Cognitive Search, the core technology used in the course.
Show steps
Show steps
Show steps
- Navigate the Microsoft Azure Cognitive Search documentation
- Read tutorials on creating and managing knowledge stores
Attend an Azure User Group meeting
Show steps
Connect with other Azure professionals and learn about the latest trends in AI and machine learning.
Show steps
Show steps
Show steps
- Find an Azure User Group meeting near you
- Attend the meeting and participate in discussions
- Network with other attendees
Four other activities
Expand to see all activities and additional details
Show all seven activities
Create a sample knowledge mining solution
Show steps
Build a hands-on solution to test your understanding of the concepts covered in the course.
Browse courses on
Knowledge Mining
Show steps
Show steps
Show steps
- Set up an Azure subscription
- Create an Azure Cognitive Search service
- Create a data source and index
- Implement a custom skill
- Create a knowledge store
Lead a study group or Q&A session
Show steps
Help your peers solidify their understanding of Cognitive Search by sharing your knowledge.
Show steps
Show steps
Show steps
- Organize a study group or Q&A session
- Prepare materials and talking points
- Facilitate the discussion
Develop a knowledge mining solution proposal
Show steps
Apply your knowledge to a real-world scenario by designing a solution that meets specific business requirements.
Browse courses on
Knowledge Mining
Show steps
Show steps
Show steps
- Identify a business problem or opportunity
- Research and select appropriate Azure Cognitive Search features
- Design the solution architecture
- Create a proof of concept
Contribute to the Azure Cognitive Search GitHub repository
Show steps
Deepen your understanding of Cognitive Search by exploring and contributing to its open-source codebase.
Show steps
Show steps
Show steps
- Identify an area where you can contribute
- Fork the repository and create a pull request
- Work with the community to refine your contribution
Career center
Learners who complete Build a Knowledge Mining Solution with Microsoft Azure will develop knowledge and skills
that may be useful to these careers:
Data Architect
Data Architect
A Data Architect plays a key role in designing, building, and maintaining an organization's data infrastructure, from data pipelines to storage. With the right foundational skills, a Data Architect can easily progress to more senior roles in data management. For those aspiring to be a Data Architect and to get a headstart in data management, this course can help build a foundation in using Microsoft Azure for cloud-based data storage, retrieval, and indexing.
Data Engineer
Data Engineer
Data Engineers are responsible for designing and implementing data pipelines for organizations. It's a great field for those who are passionate about data and have an interest in solving business problems using data. This course can help equip you with the necessary knowledge in working with Microsoft Azure's Cognitive Search service for data indexing and knowledge mining.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are the ones responsible for turning machine learning models into real-world applications. If you are passionate about machine learning and want to implement solutions using real-world data, this course may be useful as it can help you build practical skills in using Microsoft Azure's Cognitive Search service for knowledge mining.
Software Engineer
Software Engineer
Software Engineers, in particular those in data-related fields, can benefit from this course. This course can provide foundational knowledge in working with Microsoft Azure Cognitive Search, a service used for building intelligent search solutions. While this course may not directly prepare one for a Software Engineering role, it can be a useful addition to one's skillset, especially for those who work on data-related software.
Data Analyst
Data Analyst
This course can be useful for Data Analysts who want to gain experience using cloud-based data services. The course covers topics such as data sources and indexes, custom skills, and knowledge stores, all of which are relevant to the tasks of a Data Analyst.
Cloud Engineer
Cloud Engineer
For those looking to gain experience in Microsoft Azure's Cognitive Search service, this course may be useful. Cloud Engineers can learn more about implementing a Cognitive Search solution, including working with data sources and indexes, creating custom skills, and building knowledge stores.
Business Intelligence Analyst
Business Intelligence Analyst
This course may be useful for Business Intelligence Analysts who want to gain experience with Microsoft Azure's Cognitive Search service. The course covers topics such as creating a knowledge store, which can be useful for Business Intelligence Analysts who need to organize and analyze data.
Database Administrator
Database Administrator
This course may be helpful for Database Administrators who want to gain experience using cloud-based data services such as Microsoft Azure's Cognitive Search. The course covers topics such as data sources and indexes, which can be useful for Database Administrators who need to manage and organize data.
Data Scientist
Data Scientist
For Data Scientists, this course may be useful as it can provide foundational knowledge in knowledge mining, a process of extracting insights from data. The course covers topics such as creating a knowledge store and implementing a custom skill, which can be relevant to the tasks of a Data Scientist.
Information Architect
Information Architect
This course may be useful for Information Architects who want to gain experience with Microsoft Azure's Cognitive Search service. The course covers topics such as implementing a Cognitive Search solution, which can be relevant to the tasks of an Information Architect.
Operations Research Analyst
Operations Research Analyst
This course may be helpful for Operations Research Analysts who want to gain experience with cloud-based data services. The course covers topics such as data sources and indexes, which can be useful for Operations Research Analysts who need to manage and organize data.
Project Manager
Project Manager
This course may be helpful for Project Managers who want to gain experience with cloud-based data services. The course covers topics such as implementing a Cognitive Search solution, which can be useful for Project Managers who need to manage and organize data.
Product Manager
Product Manager
This course may be helpful for Product Managers who want to gain experience with cloud-based data services. The course covers topics such as creating a knowledge store, which can be useful for Product Managers who need to organize and analyze data.
Risk Manager
Risk Manager
This course may be useful for Risk Managers who want to gain experience with cloud-based data services. The course covers topics such as implementing a Cognitive Search solution, which can be relevant to the tasks of a Risk Manager.
Technical Writer
Technical Writer
For Technical Writers interested in writing documentation related to cloud-based data services, this course may be useful. The course covers topics such as implementing a Cognitive Search solution, which can be relevant to the tasks of a Technical Writer.
For more career information including salaries, visit:
OpenCourser.com/course/306ksi/build
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
Build a Knowledge Mining Solution with Microsoft Azure.
Provides comprehensive coverage of Python libraries and techniques for data mining and analysis.
Provides a concise and readable introduction to machine learning concepts essential for Cognitive Search.
Provides practical examples and exercises for working with machine learning tools and libraries used within Cognitive Search.
Offers valuable guidance for applying Cognitive Search for business-focused solutions.
Elasticsearch is another search platform that can be compared to Cognitive Search. can provide insight into search platform selection.
Save
Provides a comprehensive overview of data mining concepts to help develop a conceptual foundation for Cognitive Search.
Save
Provides foundational information on deep learning, which is used in Cognitive Search.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/306ksi/build
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