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.

Google Cloud
Skills you'll gain: Video Editing, Google Gemini, Generative AI, Multimedia, Video Production, Google Workspace, Data Sharing, Content Creation
Beginner · Course · 1 - 4 Weeks

Advanced · Course

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, AI Personalization, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Collaborative Software, Git (Version Control System), Version Control, Debugging, Software Configuration Management, Code Review, Software Development Tools, Problem Management, Conflict Management, Root Cause Analysis, Reconciliation
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Google Cloud Platform, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, Data Modeling
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gmail, Google Workspace, Issue Tracking, Help Desk Support, System Support, Desktop Support, Technical Support, Email Security, Data Access, Event Monitoring, File Management
Beginner · Course · 1 - 4 Weeks

Intermediate · Course
University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Responsible AI, Data Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Site Reliability Engineering, Amazon CloudWatch, Identity and Access Management, Infrastructure as Code (IaC), Cloud Security, Hybrid Cloud Computing, Cloud Computing, Cloud Computing Architecture, Service Level, Prometheus (Software), System Monitoring, Multi-Cloud, Continuous Monitoring, Automation
Intermediate · Course · 1 - 3 Months