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 Pipelines, Apache Airflow, Dataflow, Data Transformation, Google Cloud Platform, Data Processing, Apache Spark, Data Lakes, Data Quality, Extract, Transform, Load, Data Warehousing, Serverless Computing, Cloud Storage
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Sheets, Data Mapping, Data Integration, Database Application, Cloud Applications, No-Code Development, Relational Databases, Google Cloud Platform, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Microsoft Power Platform, Business Process Automation, Microsoft 365, Invoicing, No-Code Development, Application Design, Document Management, Data Integration
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Data Lakes, Data Architecture, Data Warehousing, Data Management, Google Cloud Platform, Big Data, Cloud Storage, Operational Databases, Metadata Management, Cloud Computing Architecture, Advanced Analytics, Data Security
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Metadata Management, Extract, Transform, Load, Data Pipelines, Google Cloud Platform, Data Migration, Apache Spark, Data Processing, Apache Airflow, Big Data, Data Integration, Data Lakes, Cloud Storage, Data Storage, Data Management, Automation, Serverless Computing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, Pandas (Python Package), Data Transformation, SQL, JSON, Google Cloud Platform, Business Logic, Analytics
Advanced · Course · 1 - 3 Months

Skills you'll gain: Reconciliation, Dataflow, Google Cloud Platform, Big Data, Financial Data, Data Pipelines, Data Integration, Event Monitoring
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Gemini, Marketing Analytics, Analytics, Customer Analysis, Generative AI, Data Analysis, Analytical Skills, Google Cloud Platform, Customer Insights, Customer Data Management, Marketing Strategies, Predictive Modeling, Forecasting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Programming Principles, Databases, Game Design, Development Environment, Data Science, Web Applications, Animation and Game Design, Application Frameworks, Scripting, Scripting Languages, Software Design Patterns, Functional Design, Data Validation
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Data Migration, MySQL, Google Cloud Platform, Database Management, Data Pipelines, Data Storage Technologies, Operational Databases, Cloud Management, Data Management
Intermediate · Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Policies, Analytics, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning
Intermediate · Course · 1 - 4 Weeks