Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Skills you'll gain: Data Migration, Google Cloud Platform, PostgreSQL, Operational Databases, Data Validation, Data Integrity, Virtual Private Networks (VPN)
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Amazon Web Services, Debugging, Business Process Automation, Automation, AWS Identity and Access Management (IAM), Serverless Computing, Amazon DynamoDB, API Gateway, JSON, User Accounts
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Usability Testing, Software Design Documents, User Experience Design, UI/UX Research, User Experience, Prototyping, User Research, Test Planning, Design Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Data Loss Prevention, Cloud Security, Malware Protection, Google Cloud Platform, Vulnerability Management, Security Controls, System Monitoring, Event Monitoring, Security Management, Threat Detection
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Containerization, Docker (Software), Cloud-Native Computing, Application Deployment, Data Persistence, Configuration Management, Amazon Web Services, YAML, Microservices, Cloud Deployment, Command-Line Interface
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cyber Governance, Cyber Security Policies, Continuous Improvement Process, Business Risk Management, Governance Risk Management and Compliance, Enterprise Risk Management (ERM), Governance, Risk Management, Audit Planning, Cyber Security Strategy, Compliance Management, Cybersecurity, Key Performance Indicators (KPIs), Performance Measurement, Regulatory Compliance, Training Programs, Auditing, ISO/IEC 27001, NIST 800-53, General Data Protection Regulation (GDPR)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Information Technology Operations, Disaster Recovery, Document Management, Incident Response, Computer Security Incident Management, Information Technology, Change Control, Safety and Security, Technical Communication, Linux, Microsoft Windows, Personally Identifiable Information, Remote Access Systems, Scripting, Bash (Scripting Language), Artificial Intelligence, Windows PowerShell, Software Installation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Azure DevOps, Test Planning, CI/CD, Continuous Deployment, Continuous Integration, Test Case, Backlogs, Version Control, Microsoft Visual Studio, Agile Project Management, Agile Methodology, Application Lifecycle Management, Release Management, Scrum (Software Development), User Story, Sprint Planning, Kanban Principles, Issue Tracking
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Strategies, Facebook, Web Analytics, Marketing Analytics, Social Media Marketing, Online Advertising, Business Marketing, Target Audience, Digital Marketing, Business Communication
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Image Analysis, Deep Learning, Convolutional Neural Networks, Model Deployment, Embeddings, Model Evaluation, Data Preprocessing, Recurrent Neural Networks (RNNs)
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Responsible AI, Google Workspace, Generative AI, Gemini, Data Ethics, Artificial Intelligence, Gmail, Google Docs, Information Privacy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Generative AI, Information Privacy, Cloud Security, Personally Identifiable Information, Google Cloud Platform, Data Security, Artificial Intelligence
Intermediate · Course · 1 - 3 Months