OpenCourser brand icon
Sign in
We may earn an affiliate commission when you visit our partners.
Pluralsight logo

Microsoft Azure Cognitive Services

Anomaly Detector

Reza Salehi

Do you need to find abnormalities in your time series data before it is too late? This course will teach you to do so using Azure Cognitive Services Anomaly Detector service.

Read more

Do you need to find abnormalities in your time series data before it is too late? This course will teach you to do so using Azure Cognitive Services Anomaly Detector service.

Finding abnormalities in time series data is critical for many systems, yet a tricky task. In this course, Microsoft Azure Cognitive Services: Anomaly Detector, you’ll learn to easily analyse your data for abnormalities using the Anomaly Detector service. First, you’ll explore the meaning of time series data and the role of machine learning to find abnormalities. Next, you’ll discover how to provision and configure Azure Cognitive Services Anomaly Detector. Finally, you’ll learn how to call the service using both the REST API and the .NET SDK. When you’re finished with this course, you’ll have the skills and knowledge of Azure Cognitive Services Anomaly Detector needed to easily detect time series data abnormalities and act on them before it is too late.

Enroll now

Here's a deal for you

We found an offer that may be relevant to this course.
Save money when you learn. All coupon codes, vouchers, and discounts are applied automatically unless otherwise noted.
Valid for a limited time only
Future-proof your career
Access O'Reilly books, live events, courses, and more. Save with an annual subscription.
Take
15%
off

What's inside

Syllabus

Course Overview
Machine Learning and Time Series Data
Working with Azure Cognitive Services Anomaly Detector

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Designed for learners who want to analyze their data for abnormalities to act on promptly
Guides learners on how to provision and configure Azure Cognitive Services Anomaly Detector

Save this course

Save Microsoft Azure Cognitive Services: Anomaly Detector to your list so you can find it easily later:
Save

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 Azure Cognitive Services: Anomaly Detector with these activities:
Compile and review course materials
Organize and review all the course materials, including notes, assignments, and quizzes, to reinforce your understanding of key concepts.
Show steps
  • Gather and organize all course materials into a dedicated folder or notebook.
  • Review the materials thoroughly, focusing on key concepts and important details.
Practice analyzing time series data
Get hands-on practice with time series data analysis techniques to develop proficiency and confidence.
Show steps
  • Find a publicly available time series dataset.
  • Preprocess the data and perform exploratory analysis.
  • Apply different time series analysis techniques to identify trends and patterns.
Follow a tutorial on the Azure Cognitive Services Anomaly Detector
Gain a practical understanding of the Azure Cognitive Services Anomaly Detector by following a guided tutorial.
Browse courses on Azure Cognitive Services
Show steps
  • Find a comprehensive tutorial that covers the use of Azure Cognitive Services Anomaly Detector.
  • Follow the tutorial step-by-step and implement the concepts in a hands-on manner.
Show all three activities

Career center

Learners who complete Microsoft Azure Cognitive Services: Anomaly Detector will develop knowledge and skills that may be useful to these careers:
Data Scientist
Data Scientists use their expertise in mathematics, statistics, and computer science to solve complex problems. They develop and apply machine learning and other advanced analytical techniques to extract insights from data. Detecting anomalies is an important task for data scientists, as they can indicate potential problems or opportunities. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide you with the skills and knowledge needed to successfully implement anomaly detection techniques in your data science projects.
See salaries and explore the career path for Data Scientist
Data Analyst
Data Analysts use their programming, statistics, and analytical skills to examine data and provide critical insights to organizations. They help businesses make informed decisions and identify opportunities for improvement. Anomaly detection is a vital skill for Data Analysts, as they use it to quickly identify abnormal values in data and make appropriate recommendations based on these findings. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide you with the necessary knowledge and tools to build your skills in this field.
See salaries and explore the career path for Data Analyst
Machine Learning Engineer
Machine Learning Engineers build and maintain machine learning models to power a variety of applications. They have a strong understanding of machine learning algorithms and how to apply them to real-world problems. Anomaly detection is a common task for Machine Learning Engineers, as they use it to detect unusual or unexpected patterns in data. The Microsoft Azure Cognitive Services: Anomaly Detector course will give you a solid foundation in anomaly detection techniques and help you develop the skills you need to succeed in this demanding and rewarding field.
See salaries and explore the career path for Machine Learning Engineer
Business Analyst
Business Analysts provide organizations with valuable insights into their operations and help them make informed decisions. They use data analysis techniques to identify trends, patterns, and potential problems. Anomaly detection is a useful skill for Business Analysts because it allows them to quickly identify unusual or unexpected changes in data. The Microsoft Azure Cognitive Services: Anomaly Detector course will give you the knowledge and tools you need to identify anomalies and make better recommendations.
See salaries and explore the career path for Business Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to help organizations improve their efficiency and effectiveness. They often use anomaly detection techniques to identify potential problems or opportunities in operations and supply chains. The Microsoft Azure Cognitive Services: Anomaly Detector course will help you learn how to apply anomaly detection techniques to real-world problems and make valuable contributions to your organization.
See salaries and explore the career path for Operations Research Analyst
Quality Control Engineer
Quality Control Engineers work to ensure that products and services meet quality standards. They use a variety of techniques, including anomaly detection, to identify and resolve quality issues. The Microsoft Azure Cognitive Services: Anomaly Detector course will help you develop the skills needed to use anomaly detection techniques in quality control processes and improve product and service quality.
See salaries and explore the career path for Quality Control Engineer
Risk Analyst
Risk Analysts identify and assess risks to organizations and develop strategies to mitigate those risks. They use anomaly detection techniques to identify unusual or unexpected patterns in data that may indicate a potential risk. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide you with the skills and knowledge you need to use anomaly detection techniques to better manage risks and protect your organization.
See salaries and explore the career path for Risk Analyst
Compliance Officer
Compliance Officers ensure that organizations comply with laws and regulations. They use anomaly detection techniques to identify unusual or unexpected activities that may indicate a potential violation. The Microsoft Azure Cognitive Services: Anomaly Detector course will give you the skills and knowledge needed to use anomaly detection techniques to improve your compliance efforts and reduce the risk of legal penalties.
See salaries and explore the career path for Compliance Officer
Fraud Analyst
Fraud Analysts investigate and prevent fraud. They use anomaly detection techniques to identify unusual or suspicious transactions that may indicate fraudulent activity. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide you with the skills and knowledge needed to use anomaly detection techniques to detect and prevent fraud, protecting your organization from financial losses and other risks.
See salaries and explore the career path for Fraud Analyst
Data Engineer
Data Engineers design, build and maintain data systems. They often use anomaly detection techniques to identify and resolve problems with data systems, ensuring their reliability and performance. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide Data Engineers with the knowledge and skills needed to apply anomaly detection techniques to data systems, ensuring their reliability and efficiency.
See salaries and explore the career path for Data Engineer
Business Intelligence Analyst
Business Intelligence Analysts use data analysis techniques to help organizations make informed decisions. They may use anomaly detection techniques to identify unusual or unexpected patterns in data that may indicate opportunities or risks. The Microsoft Azure Cognitive Services: Anomaly Detector course will give Business Intelligence Analysts the skills and knowledge they need to use anomaly detection techniques in their work, improving their ability to identify valuable insights and make better recommendations.
See salaries and explore the career path for Business Intelligence Analyst
IT Manager
IT Managers are responsible for the planning, implementation, and management of IT systems within an organization. They may use anomaly detection techniques to identify and resolve problems with IT systems, ensuring their availability and performance. The Microsoft Azure Cognitive Services: Anomaly Detector course can help IT Managers develop the skills and knowledge they need to use anomaly detection techniques effectively, improving the reliability and efficiency of their IT systems.
See salaries and explore the career path for IT Manager
Software Architect
Software Architects design software systems and ensure that they meet the requirements of the business. They often use anomaly detection techniques to identify potential problems or performance bottlenecks in software systems. The Microsoft Azure Cognitive Services: Anomaly Detector course will give you the knowledge and tools needed to use anomaly detection techniques in the design and development of software systems, improving their reliability and performance.
See salaries and explore the career path for Software Architect
Systems Engineer
Systems Engineers design, implement and maintain computer systems. They often use anomaly detection techniques to identify and resolve problems in computer systems. The Microsoft Azure Cognitive Services: Anomaly Detector course will provide you with the knowledge and skills you need to apply anomaly detection techniques to computer systems, ensuring their reliability and performance.
See salaries and explore the career path for Systems Engineer

Reading list

We've selected six 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 Azure Cognitive Services: Anomaly Detector.
Cover image
Neural Networks and Deep Learning
Save
Provides a comprehensive overview of anomaly detection algorithms. It covers a wide range of topics, from basic concepts to advanced techniques.
Neural Networks and Deep Learning: A Textbook
Hardcover
$$
Neural Networks and Deep Learning: A Textbook
Kindle Edition
$$
(中文) Neural network and deep learning(Chinese Edition)
Paperback
$$
Cover image
Time Series Analysis
Save
Comprehensive guide to time series analysis. It covers a wide range of topics, from basic concepts to advanced techniques.
Time Series Analysis
Paperback
Check
Time Series Analysis
Kindle Edition
Check
Cover image
Statistical Learning for Big Dependent Data
Save
Provides a comprehensive overview of multivariate time series analysis. It covers a wide range of topics, from basic concepts to advanced techniques.
Statistical Learning for Big Dependent Data (Wiley...
Hardcover
$$$$
Statistical Learning for Big Dependent Data (Wiley...
Kindle Edition
$$$$
Cover image
Time Series Analysis
Save
Comprehensive guide to time series analysis with applications in R. It covers a wide range of topics, from basic concepts to advanced techniques.
Time Series Analysis: With Applications in R...
Hardcover
$$$
Cover image
Time Series Analysis by State Space Methods
Save
Advanced guide to time series analysis by state space methods. It covers a wide range of topics, from basic concepts to advanced techniques.
Time Series Analysis by State Space Methods
Paperback
Check
Time Series Analysis by State Space Methods
Kindle Edition
Check
Cover image
Time Series Analysis and Its Applications
Save
Provides a comprehensive overview of time series analysis and its applications. It valuable resource for anyone interested in learning more about this field.
Time Series Analysis and Its Applications: With R...
Paperback
$$$
Time Series Analysis and Its Applications: With R...
Hardcover
$$$
Time Series Analysis and Its Applications (Springer...
Kindle Edition
$$$

Share

Help others find this course page by sharing it with your friends and followers:
Facebook
LinkedIn
Reddit
X
Link
Email

Similar courses

Here are nine courses similar to Microsoft Azure Cognitive Services: Anomaly Detector.
Azure AI Fundamentals
Most relevant
Microsoft Azure Cognitive Services: Video Indexer API
Most relevant
Building Customized Translation Systems with Azure...
Most relevant
Microsoft Azure Cognitive Services: Ink Recognizer
Most relevant
Build a Knowledge Mining Solution with Microsoft Azure
Most relevant
Data Literacy: Essentials of Microsoft Azure Cognitive...
Most relevant
Microsoft Azure Cognitive Services: Personalizer
Most relevant
Advanced Deep Learning Techniques for Computer Vision
Most relevant
Microsoft Azure Developer: Creating IoT Solutions
Most relevant
Course image
Time
61 hours
Level
Intermediate
Via
Pluralsight
Instructor
Reza Salehi
Language
English
Good to know
Designed for learners who want to analyze their data for abnormalities to act on promptly
Guides learners on how to provision and configure Azure Cognitive Services Anomaly Detector
Share and help others discover this course.
Facebook LinkedIn X Reddit Link Email
Don't miss out
Enroll today to gain access to this course
Enroll in this course
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2024 OpenCourser