Data Mining Courses
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.
Popular Data Mining Courses and Certifications
Google Cloud
Skills you'll gain: Data Import/Export, Health Informatics, Cloud API, Google Cloud Platform, Health Information Management, Data Store, Medical Records, Clinical Data Management, Cloud Management, Medical Imaging, Cloud Computing, Application Programming Interface (API), Data Modeling
Status: Free TrialSkills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Data Processing, SQL, Google Cloud Platform, Analytics, Jupyter
Skills you'll gain: MySQL, Google Cloud Platform, Data Mining, Database Administration, Microsoft SQL Servers, Cloud API, PostgreSQL, Metadata Management
Status: NewSkills you'll gain: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Text Mining, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Data Science, Applied Machine Learning, Unstructured Data
Status: PreviewUniversity of Pennsylvania
Skills you'll gain: R Programming, R (Software), Statistical Analysis, Statistical Methods, Statistical Modeling, Data Analysis, Probability & Statistics, Regression Analysis, Research Design, Graph Theory
Google Cloud
Skills you'll gain: Big Data, Google Cloud Platform, Google Sheets, Data Visualization, Spreadsheet Software, Analytics, Scripting, Data Presentation, Google Workspace, Cloud API, Data Compilation
Status: PreviewFred Hutchinson Cancer Center
Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation
Google Cloud
Skills you'll gain: Data Wrangling, Data Transformation, Data Pipelines, Extract, Transform, Load, Cloud Engineering, Google Cloud Platform, Data Integration, Cloud Development, Cloud-Based Integration, Data Analysis, Database Administration, Data Management
Status: Free TrialSkills you'll gain: Digital Transformation, Data Governance, Cloud Storage, Real Time Data, Google Cloud Platform, Looker (Software), Data Storage, Data Migration, Business Intelligence Software, Data Management, Cloud Solutions, Big Data, Business Intelligence, Databases, Database Management, Analytics, Data-Driven Decision-Making
Status: Free TrialJohns Hopkins University
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Probability Distribution, Statistical Modeling, Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Analysis, Integral Calculus
Status: Free TrialDuke University
Skills you'll gain: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Data Structures, Software Engineering, Systems Integration, Software Development
Status: Free TrialSkills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Identity and Access Management, Cloud Security, Data Security, Google Cloud Platform, Data Processing, Containerization, Scalability
In summary, here are 10 of our most popular data mining courses
- Ingesting DICOM Data with the Healthcare API: Google Cloud
- Serverless Data Processing with Dataflow: Develop Pipelines en Español: Google Cloud
- Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors: Google Cloud
- Skill Up with Python: Data Science and Machine Learning Recipes: Pearson
- A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
- Big Data Analysis to a Slide Presentation: Google Cloud
- Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
- Building Batch Pipelines in Cloud Data Fusion: Google Cloud
- Exploring Data Transformation with Google Cloud - Français: Google Cloud
- Advanced Linear Models for Data Science 2: Statistical Linear Models: Johns Hopkins University
