Anomaly detection courses can help you learn statistical methods, machine learning techniques, and data preprocessing strategies. You can build skills in identifying outliers, implementing clustering algorithms, and applying time series analysis. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, as well as software for data visualization, which enhance your ability to analyze and interpret complex datasets.

Skills you'll gain: Exploit development, OSI Models, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), TCP/IP, Cybersecurity, Vulnerability Scanning, Metasploit, Malware Protection, Network Protocols, Cyber Attacks, Wireless Networks, Application Security, Network Monitoring, Linux, Object Oriented Programming (OOP), Vulnerability Assessments, Cyber Security Assessment, Intrusion Detection and Prevention
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Penetration Testing, Exploit development, Network Security, Vulnerability, Cybersecurity, Vulnerability Assessments, Information Systems Security, Software Installation, Virtual Machines
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Applied Machine Learning, Generative Model Architectures, Unsupervised Learning, Artificial Intelligence
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Computer Vision, Supervised Learning, Image Analysis, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Predictive Modeling, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Artificial Intelligence, Content Creation, Computer Programming Tools, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Penetration Testing, Cloud Security, Network Analysis, General Data Protection Regulation (GDPR), Information Privacy, Wireless Networks, Application Programming Interface (API), Security Controls
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Cyber Threat Intelligence, Vulnerability Assessments, Incident Response, Vulnerability Scanning, Cybersecurity, Threat Modeling, Threat Detection, Application Security, Security Management, Intrusion Detection and Prevention, Security Engineering, Security Controls, Malware Protection, Network Analysis
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Incident Response, Computer Security Incident Management, Open Web Application Security Project (OWASP), Cyber Threat Intelligence, Application Security, Secure Coding, Cloud Security, Cybersecurity, Vulnerability Assessments, Information Systems Security, Metasploit, Security Strategy, Intrusion Detection and Prevention, Infrastructure Security, Vulnerability Scanning, Security Testing, Hardening, Penetration Testing, Mobile Security, Automation
Advanced · Course · 1 - 3 Months

Packt
Skills you'll gain: Threat Detection, Cybersecurity, Intrusion Detection and Prevention, Cyber Threat Intelligence, Network Infrastructure, Network Security, Network Architecture, General Networking, Endpoint Security, Malware Protection, System Monitoring, Incident Response, Email Security, Operating Systems, Identity and Access Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: NIST 800-53, Risk Analysis, Business Risk Management, Security Management, Continuous Monitoring, Security Controls, System Monitoring, Risk Management, Cybersecurity, Cyber Risk, Cyber Security Policies, Enterprise Security, Threat Detection, Auditing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Cyber Attacks, Public Key Infrastructure, Encryption, Threat Modeling, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Security Awareness, Virtual Local Area Network (VLAN), Network Switches
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Unstructured Data, LLM Application, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Data Import/Export, Document Management, Text Mining, Computer Vision
Beginner · Project · Less Than 2 Hours