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Azure AI Fundamentals
Alfredo Deza
Alfredo Deza
- Gain a solid foundation in Azure AI Fundamentals and prepare for the AI-900 certification exam
- Comprehensive coverage of all content relevant to the AI-900 certification
- Step-by-step walkthrough of Azure AI Learning Paths
- Create your own personalized study guide and exam strategy
- Access the author's extensive study notes and reference guides
- Hands-on experience with Azure Machine Learning Studio and Designer
- Explore Computer Vision techniques, including image analysis, classification, and object detection
- Dive into Natural Language Processing (NLP) with Azure Language Service
- Practical examples of Azure OpenAI Service and Azure AI Service
- Learn about speech recognition, synthesis, and translation
Understand Conversational Language Understanding and Azure Bot Service integration
Discover anomaly detection with Azure Anomaly Detector
Register for this course and see more details by visiting:
OpenCourser.com/course/rwgck5/azure
What's inside
Learning objectives
- Azure ai fundamentals concepts and terminology
- Azure openai service and azure ai service deployments and model selection
- Strategies for passing the ai-900 certification exam
- Creating personalized study guides and notes
- Using automated ml in azure machine learning studio
- Implementing regression, classification, and clustering in azure ml designer
- Analyzing images, detecting objects, and reading text with computer vision
- Processing and analyzing text using azure language service
- Recognizing, synthesizing, and translating speech
- Building conversational ai with language understanding and azure bot service
- Detecting anomalies using azure anomaly detector
- Azure ai fundamentals concepts and terminology
- Azure openai service and azure ai service deployments and model selection
- Strategies for passing the ai-900 certification exam
- Creating personalized study guides and notes
- Using automated ml in azure machine learning studio
- Implementing regression, classification, and clustering in azure ml designer
- Analyzing images, detecting objects, and reading text with computer vision
- Processing and analyzing text using azure language service
- Recognizing, synthesizing, and translating speech
- Building conversational ai with language understanding and azure bot service
- Detecting anomalies using azure anomaly detector
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Designed for beginners, this course provides a strong foundation in Azure AI Fundamentals
Covers all the content relevant to the AI-900 certification exam
Provides hands-on experience with Azure Machine Learning Studio and Designer
Instructors have a strong industry reputation
Offers comprehensive coverage of topics including Computer Vision, Natural Language Processing, and Speech Recognition
Course is part of a series of courses, indicating a comprehensive approach to Azure AI
Save this course
Save Azure AI Fundamentals 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 Azure AI Fundamentals with these
activities:
Review Machine Learning Fundamentals
Show steps
Ensure you have a solid understanding of machine learning concepts before diving into Azure AI.
Browse courses on
Machine Learning
Show steps
-
Revisit introductory materials on machine learning.
-
Review key algorithms and techniques.
-
Complete practice exercises or online quizzes to test your comprehension.
Form a study group
Show steps
Enhance your learning by collaborating and exchanging knowledge with peers.
Show steps
-
Connect with other students taking the course.
-
Schedule regular meetings to discuss the course material.
-
Review concepts, share insights, and support each other's learning.
Complete Azure AI Fundamentals Hands-on Challenge
Show steps
Reinforce your understanding of key concepts and hands-on skills covered in the course.
Show steps
-
Follow the provided instructions in the Azure AI Fundamentals Hands-on Challenge.
-
Complete the challenge and test your knowledge.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Attend Azure AI Meetups or Conferences
Show steps
Connect with professionals in the field, learn about industry trends, and stay up-to-date on Azure AI advancements.
Show steps
-
Find upcoming Azure AI meetups or conferences in your area.
-
Register and attend the events.
-
Engage in discussions, network with attendees, and learn from speakers.
Build an Azure AI Solution Project
Show steps
Apply your learning by designing and implementing a project that utilizes Azure AI services.
Show steps
-
Choose a problem or use case you want to address.
-
Research and select appropriate Azure AI services.
-
Design and develop your solution.
-
Deploy and test your solution.
-
Document your project with a README or technical report.
Explore advanced Azure AI services
Show steps
Expand your knowledge and skills by exploring advanced features and capabilities of Azure AI services.
Browse courses on
Azure AI Services
Show steps
-
Identify specific areas or use cases you want to explore.
-
Find relevant tutorials or documentation provided by Microsoft.
-
Follow the tutorials and complete the exercises.
Participate in an Azure AI Hackathon or Challenge
Show steps
Put your skills to the test and collaborate with others to solve real-world problems using Azure AI.
Show steps
-
Find upcoming Azure AI hackathons or challenges.
-
Form a team or join an existing one.
-
Develop a solution and submit your project.
Review Machine Learning Fundamentals
Show steps
Ensure you have a solid understanding of machine learning concepts before diving into Azure AI.
Browse courses on
Machine Learning
Show steps
Show steps
Show steps
- Revisit introductory materials on machine learning.
- Review key algorithms and techniques.
- Complete practice exercises or online quizzes to test your comprehension.
Form a study group
Show steps
Enhance your learning by collaborating and exchanging knowledge with peers.
Show steps
Show steps
Show steps
- Connect with other students taking the course.
- Schedule regular meetings to discuss the course material.
- Review concepts, share insights, and support each other's learning.
Complete Azure AI Fundamentals Hands-on Challenge
Show steps
Reinforce your understanding of key concepts and hands-on skills covered in the course.
Show steps
Show steps
Show steps
- Follow the provided instructions in the Azure AI Fundamentals Hands-on Challenge.
- Complete the challenge and test your knowledge.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Attend Azure AI Meetups or Conferences
Show steps
Connect with professionals in the field, learn about industry trends, and stay up-to-date on Azure AI advancements.
Show steps
Show steps
Show steps
- Find upcoming Azure AI meetups or conferences in your area.
- Register and attend the events.
- Engage in discussions, network with attendees, and learn from speakers.
Build an Azure AI Solution Project
Show steps
Apply your learning by designing and implementing a project that utilizes Azure AI services.
Show steps
Show steps
Show steps
- Choose a problem or use case you want to address.
- Research and select appropriate Azure AI services.
- Design and develop your solution.
- Deploy and test your solution.
- Document your project with a README or technical report.
Explore advanced Azure AI services
Show steps
Expand your knowledge and skills by exploring advanced features and capabilities of Azure AI services.
Browse courses on
Azure AI Services
Show steps
Show steps
Show steps
- Identify specific areas or use cases you want to explore.
- Find relevant tutorials or documentation provided by Microsoft.
- Follow the tutorials and complete the exercises.
Participate in an Azure AI Hackathon or Challenge
Show steps
Put your skills to the test and collaborate with others to solve real-world problems using Azure AI.
Show steps
Show steps
Show steps
- Find upcoming Azure AI hackathons or challenges.
- Form a team or join an existing one.
- Develop a solution and submit your project.
Career center
Learners who complete Azure AI Fundamentals will develop knowledge and skills
that may be useful to these careers:
For more career information including salaries, visit:
OpenCourser.com/course/rwgck5/azure
Reading list
We haven't picked any books for this reading list yet.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/rwgck5/azure
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Effort
3 to 6 hours per week for 4 weeks
Level
Introductory
Via
edX
Institution
Pragmatic AI Labs
Instructor
Alfredo Deza
Session
May 20, 2024
- May 20, 2029
Language
English
Transcript
English
Good to know
Designed for beginners, this course provides a strong foundation in Azure AI Fundamentals
Covers all the content relevant to the AI-900 certification exam
Provides hands-on experience with Azure Machine Learning Studio and Designer
Instructors have a strong industry reputation
Offers comprehensive coverage of topics including Computer Vision, Natural Language Processing, and Speech Recognition
Course is part of a series of courses, indicating a comprehensive approach to Azure AI
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