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 Persistence, Web Applications, User Interface (UI), User Experience Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Site Reliability Engineering, Data Pipelines, Data Integrity, System Monitoring, Data Processing, Performance Tuning, Continuous Deployment, Debugging, CI/CD, Event Monitoring, Unit Testing, Google Cloud Platform, Disaster Recovery, Dashboard
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Relational Databases, Database Management, Databases, Data Migration, Operational Databases, Database Architecture and Administration, Query Languages, Cloud Computing Architecture, Distributed Computing, System Monitoring, Terraform, Dataflow, Data Maintenance, Application Deployment
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Amazon Web Services, MongoDB, NoSQL, Cloud-Based Integration, Cloud Applications, Operational Databases
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Analytics, Applied Machine Learning, Model Evaluation, Predictive Modeling, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Serverless Computing, Cloud Security, Identity and Access Management, Data Pipelines, Data Processing, Data Storage, Distributed Computing, Data Transformation, Interoperability
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Application Security, Model Deployment, Security Controls, Security Software, Prompt Engineering, Data Security, Integration Testing, API Testing, Application Programming Interface (API), System Configuration
Beginner · Course · 1 - 3 Months

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

Skills you'll gain: Virtual Private Networks (VPN), Google Cloud Platform, Multi-Cloud, Hybrid Cloud Computing, Virtual Networking, General Networking, Network Routing, Network Infrastructure, Cloud Security, Network Security, Data Centers
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Exploratory Data Analysis, Data Pipelines, AI Workflows, Big Data, Google Cloud Platform, Data Transformation, Data Visualization Software, SQL, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Machine Learning, Development Environment, Collaborative Software, Exploratory Data Analysis
Beginner · Course · 1 - 4 Weeks