Anomaly Detection Courses and Certifications

Stanford Seminar - Virtual & Mixed Reality for Security of Critical City-Scale Cyber-Physical Systems

Explore VVateR, a virtual 3D world for visualizing cyber-physical systems and attacks on critical infrastructure. Learn about its applications in research, training, and security enhancement.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Stanford Seminar - The Altruistic Entrepreneur

Damien Patton discusses how Banjo uses AI to analyze live data signals, delivering real-time information to aid agencies and media, emphasizing technology's potential for social good and ethical decision-making in entrepreneurship.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Introduction to Machine Learning using Microsoft Azure

Explore machine learning fundamentals and hands-on Azure ML Studio training, covering data preparation, model development, and responsible AI principles.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Convolutional Neural Networks

Learn to build and apply Convolutional Neural Networks for image processing, including classification, object detection, and segmentation. Explore key architectures, transfer learning, and autoencoders for practical applications.

• Udacity
• 4 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Microcredential

AI for Cybersecurity

Master AI-driven cybersecurity techniques to detect and mitigate threats, analyze malware, prevent fraud, and secure AI systems against adversarial attacks. Gain practical skills for emerging digital security challenges.

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

Data Analytics Foundations for Accountancy II

10 ratings at Coursera

Explore machine learning concepts, algorithms, and practical applications in data analytics using Python. Gain skills in classification, regression, clustering, and anomaly detection for business insights.

• Coursera
• 2 days 22 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining for Smart Cities

Explore data mining techniques for smart cities using Python, covering supervised and unsupervised learning, anomaly detection, and advanced algorithms to extract actionable insights from urban data.

• Coursera
• 2 days 14 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Degree

Master of Machine Learning and Data Science

In this programme delivered by the Department of Mathematics at Imperial College London, you will develop an in-depth understanding of machine learning methods, alongside invaluable practical skills and guided experience in applying them to real-world pr…

• Coursera
• On-Demand
• $35,000.00

Artificial Intelligence on Microsoft Azure

556 ratings at Coursera

Explore AI fundamentals on Azure, covering machine learning, computer vision, NLP, and responsible AI principles. Gain practical skills for building ethical AI solutions.

• Coursera
• 3 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning- From Basics to Advanced

2259 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Designing Machine Learning Workflows in Python

Learn to build pipelines that stand the test of time.

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

Fraud Detection in R

Explore fraud detection techniques using R, covering anomaly detection, social network analysis, handling imbalanced data, and applying robust statistics for effective fraud prevention.

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

Practical Introduction to Machine Learning with Python

269 ratings at Udemy

Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML)

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

Wireshark Ninja | Mastering Real Wireshark PROALL|2023WSHRK+

232 ratings at Udemy

Unlock Your Network Analysis Potential: Certified Wireshark Expert for Ethical Hacking & Networking Course | Wireshark

• Udemy
• 7 hours 34 minutes
• On-Demand
• Paid Course

Manage Security Operations

Learn to protect Azure resources using Azure Monitor, Microsoft Defender for Cloud, and Microsoft Sentinel. Configure metrics, logs, and alerts for enhanced security operations and threat detection.

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