Anomaly Detection Courses and Certifications

Manage Security Operations

Master Azure security operations with this 4-week Microsoft course. Learn to protect resources, ensure compliance, manage Azure Monitor, and deploy Microsoft Defender for Cloud.

• Coursera
• 17 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Learning and Its Applications in Marketing

Explore unsupervised machine learning and its applications in marketing with this 4-week course from O.P. Jindal Global University. Learn Python-based techniques like clustering, dimensionality reduction, and anomaly detection.

• Coursera
• 21 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Complete Power BI Course with Augmented Analytics & Auto ML

47 ratings at Udemy

Data Transformation | DAX | Data Models | Simple, Complex & AI Visuals | Forecasting, Anomaly & Sentiment Analytics

• Udemy
• 7 hours
• On-Demand
• Paid Course

MathWorks

Advanced Deep Learning Techniques for Computer Vision

Visual inspection and medical imaging are two applications that aim to find anything unusual in images. In this course, you’ll train and calibrate specialized models known as anomaly detectors to identify defects. You’ll also use advanced techniques to o…

• Coursera
• 7 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

This is a self-paced lab that takes place in the Google Cloud console. Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

• Coursera
• 1 hour
• On-Demand
• Paid Course

Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution

This is a self-paced lab that takes place in the Google Cloud console. Deploy and test a visual inspection AI cosmetic anomaly detection solution.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution

This is a self-paced lab that takes place in the Google Cloud console. Deploy and test a visual inspection AI component anomaly detection solution.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Create a Component Anomaly Detection Model using Visual Inspection AI

This is a self-paced lab that takes place in the Google Cloud console. Ingesting, Aligning, and Training Component Anomaly Detection Models using Visual Inspection AI

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Computer Science 330: Critical Infrastructure Security

Learn to secure critical infrastructures with a 12-hour course covering industrial network security, risk assessment, threat detection, and more. ACE credit available until 10/28/2022.

• Study.com
• 11 hours 36 minutes
• On-Demand
• Paid Course

MathWorks Microcredential

Deep Learning for Computer Vision

This hands-on specialization dives in quickly, so you can start training models and gain practical deep learning skills. You don’t need to be an expert programmer or have prior deep learning experience to quickly gain valuable career skills for this rapi…

• Coursera
• On-Demand
• Paid Course
• 3 courses

Great Learning

Data Mining for Beginners - Learn Data Mining

2 reviews

This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

• YouTube
• 10 hours
• On-Demand
• Free Online Course

Microsoft Azure AI Fundamentals: AI Overview

1 review

Microsoft's short course introduces AI on Azure, covering machine learning, anomaly detection, computer vision, natural language processing, and responsible AI practices.

• Microsoft Learn
• 3 hours 6 minutes
• On-Demand
• Free Online Course

Designing Machine Learning Workflows in Python

Learn to build robust machine learning pipelines in Python, incorporating domain expertise, managing model lifecycle, and handling scarcely labelled data. Course duration: 4 hours.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Fraud Detection in R

Learn to detect fraud using analytics in R, tackling data imbalance, visualizing networks, and applying robust statistics. Course requires 4 hours of study.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Science Foundations: Data Mining

268 ratings at LinkedIn Learning

Get started in data mining. Discover data mining techniques such as data reduction, clustering association analysis, and more, with data mining tools like R and Python.

• LinkedIn Learning
• 4-5 hours
• On-Demand
• Free Trial Available