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 TrialUniversity of Michigan
Skills you'll gain: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
Status: Free TrialUniversity of Michigan
Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
Coursera
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Clinical Data Management, Clinical Research, Data Quality, Health Informatics, Time Series Analysis and Forecasting, Data Cleansing, Data Analysis, Data Modeling, Data Science, Analytical Skills, Statistical Reporting
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Database Design, Data Warehousing, Business Intelligence, Relational Databases, Data Visualization, Decision Support Systems, Data Modeling, Database Management Systems, Database Management, Dashboard, SQL, Business Process Management, Star Schema, Data Governance, Oracle Databases, Data Integration, Data Visualization Software, Performance Measurement, Extract, Transform, Load, MicroStrategy
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Data Integration, Health Informatics, Data Dictionary, Health Systems, Metadata Management, Health Care, Data Mapping, Healthcare Industry Knowledge, Value-Based Care, Health Information Management, Taxonomy, Care Coordination, Data Literacy, Clinical Data Management, ICD Coding (ICD-9/ICD-10), Data Quality, Medical Terminology, Big Data, Interoperability, Data Storage
Status: Free TrialEdureka
Skills you'll gain: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Machine Learning Methods, Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression
Status: Free TrialRice University
Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage
Status: Free TrialSkills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Data Structures, Data Storage, Algorithms, Data Storage Technologies, Database Systems, Database Theory, Theoretical Computer Science
Status: PreviewSimplilearn
Skills you'll gain: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
In summary, here are 10 of our most popular data mining courses
- How to Describe Data:Â University of Michigan
- Measuring Total Data Quality:Â University of Michigan
- Statistics For Data Science:Â Coursera
- Advanced Clinical Data Science:Â University of Colorado System
- Data Warehousing for Business Intelligence:Â University of Colorado System
- Healthcare Data Literacy:Â University of California, Davis
- PySpark for Data Science:Â Edureka
- Python Data Analysis:Â Rice University
- Data Literacy in Practice:Â SAS
- Data Science for Marketing:Â University of Colorado System
