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: 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: Gemini, Google Gemini, Google Cloud Platform, Generative AI, LLM Application, Application Development, Application Programming Interface (API), Model Evaluation, Test Data
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Workspace, Collaborative Software, Email Automation, Application Deployment, Google Cloud Platform, Data Integration, AI Enablement, Identity and Access Management, Application Programming Interface (API), Productivity Software, OAuth, Calendar Management, Authentications, Configuration Management, Data Store
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Web Analytics, Customer Analysis, Product Management, Customer Insights, Analytics, User Feedback, Business Analytics, Business Analysis, Usability Testing, Analysis, Root Cause Analysis, User Flows, Performance Analysis, Data Presentation, Performance Metric, Consumer Behaviour, Key Performance Indicators (KPIs), Statistical Analysis, Regression Analysis, Data Capture
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Security, Data Loss Prevention, Data Security, Continuous Monitoring, Payment Card Industry (PCI) Data Security Standards, Role-Based Access Control (RBAC), Encryption, Personally Identifiable Information, Firewall, Network Security, Security Management, Cloud Computing Architecture, Key Management, Virtual Private Networks (VPN), Virtual Networking, Google Cloud Platform
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Unstructured Data, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Applied Machine Learning, Big Data, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Predictive Modeling
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Google Cloud Platform, Systems Design, Applied Machine Learning, Data Validation, Model Evaluation, Technical Design, Performance Tuning, Distributed Computing, Cloud Deployment, Scalability, Data Pipelines, Debugging
Advanced · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI Enablement, Model Evaluation, Data Preprocessing, Data Quality
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Ethics, Azure DevOps Pipelines, Azure DevOps, Model Deployment, Generative AI, AI Workflows, Microsoft Azure, Application Lifecycle Management, CI/CD, Version Control, System Monitoring, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI, Big Data, Customer Relationship Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Single Sign-On (SSO), Email Security, Cloud Security, Authentications, Google Workspace, Security Controls, Data Security, Application Security, Mobile Security, Security Management, Threat Detection, Multi-Factor Authentication, Identity and Access Management
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
Earn a degree
Degree · 1 - 4 Years