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: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Processing, Data Security, Cloud Storage, Google Cloud Platform, Containerization, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Business Process, Business Process Modeling, Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Data Quality, MLOps (Machine Learning Operations), Google Cloud Platform, Data Modeling, Data Management, Data Warehousing, Machine Learning, Big Data, Scalability, Cloud Security, Performance Tuning
Advanced · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Performance Tuning, Data Processing, Apache Spark, Real Time Data, Google Cloud Platform, Jupyter
Advanced · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Java, Algorithms, Application Programming Interface (API), Data Structures, Debugging
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Marketing Strategies, Customer Data Management, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Cloud Security, Public Cloud, Cloud Management, Firewall, Security Management, Identity and Access Management, Network Security, Network Administration, Cloud Storage
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Cloud Storage, Data Storage Technologies, Disaster Recovery, Data Security, Google Cloud Platform, Data Maintenance, Malware Protection, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Data Import/Export, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Workflow Management, Data Wrangling, Data Quality, Statistical Analysis, Data Transformation
Beginner · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Data Strategy, Data Presentation, Pivot Tables And Charts, Digital Transformation, Data Modeling, Real Time Data, Data Governance, Business Intelligence, Google Cloud Platform, Data Management, Cloud Storage, Data Transformation, Data Analysis, Data Storage, Big Data, Data Visualization Software, Database Development, Analytics
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Processing, Big Data, Data Warehousing, Data Integration, Data Storage, SQL, Data Transformation, Automation
Beginner · Course · 1 - 3 Months

Advanced · Course · 1 - 3 Months