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
Status: Free TrialJohns Hopkins University
Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Engineering Calculations, Mathematical Modeling, Operations Research, Derivatives, Algebra
Status: NewStatus: PreviewSkills you'll gain: Application Lifecycle Management, Azure DevOps, CI/CD, Continuous Delivery, Continuous Integration, DevOps, Data Validation, Data Governance, Data Quality, Test Automation, Extract, Transform, Load, Data Pipelines, Scalability, SQL
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Network Analysis, Biotechnology, Life Sciences, Infectious Diseases, Structural Analysis
Status: PreviewSkills you'll gain: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability
Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, Database Design, Data Pipelines, Transact-SQL, Stored Procedure, Extract, Transform, Load, CI/CD, Data Integration, Microsoft Azure, Performance Tuning, Data Transformation, Security Controls, Git (Version Control System), Scalability
Status: Free TrialBoard Infinity
Skills you'll gain: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation, Mainframe Computing
Skills you'll gain: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Analytics
Google Cloud
Skills you'll gain: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing
Status: Free TrialSkills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Presentation, Business Metrics, Data Cleansing, Data Manipulation
Status: NewStatus: PreviewSkills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
Skills you'll gain: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis, Google Analytics
In summary, here are 10 of our most popular data mining courses
- Calculus through Data & Modeling: Applying Differentiation:Â Johns Hopkins University
- Advanced Data Testing for Quality at Scale:Â Coursera
- Bioinformatics Capstone: Big Data in Biology:Â University of California San Diego
- Build A Data Warehouse in Azure:Â EDUCBA
- Data Warehousing & Pipeline Development in Microsoft Fabric:Â Microsoft
- Mastering Teradata for Data Warehouse & Analytics:Â Board Infinity
- Creating a Data Transformation Pipeline with Cloud Dataprep:Â Google Cloud
- Loading Data into Google Cloud SQL:Â Google Cloud
- Data for Business Analysts Using Microsoft Excel:Â Microsoft
- SQL in Action: Querying, Aggregating, and Joining Data:Â Coursera
