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: PreviewAssociation of International Certified Professional Accountants
Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Financial Data, Business Analytics, Data Strategy, Analytical Skills, Project Design, Data Analysis, Business Intelligence, Project Implementation, Unstructured Data, Data Quality
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Data Governance, Data Quality, Data Validation, Data Management, Clinical Data Management, Health Information Management, Data Literacy, Medical Records, Metadata Management, Technical Communication, Change Control
Status: Free TrialSkills you'll gain: Generative AI, Responsible AI, Exploratory Data Analysis, AI Enablement, Data Ethics, Data-Driven Decision-Making, Artificial Intelligence, Analytics, Pandas (Python Package), Automation, Data Visualization Software, Descriptive Statistics
Status: Free TrialSkills you'll gain: Microsoft Copilot, Data Quality, Anomaly Detection, Generative Adversarial Networks (GANs), Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Preprocessing, Data Synthesis, Data Validation, Responsible AI, Natural Language Processing
Status: Free TrialUniversity of Michigan
Skills you'll gain: JSON, Data Processing, Restful API, Application Programming Interface (API), Web Scraping, Debugging, Python Programming, Data Manipulation, Data Transformation, Data Structures, Data Collection
Status: Free TrialSkills you'll gain: Responsible AI, Microsoft Azure, Unsupervised Learning, Databricks, Cloud Management, Classification Algorithms, MLOps (Machine Learning Operations), Applied Machine Learning, Model Deployment, Predictive Modeling, Regression Analysis, Machine Learning, Model Evaluation, Data Preprocessing, Supervised Learning, Data Pipelines, Exploratory Data Analysis
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Probability & Statistics, Statistical Inference, Probability Distribution, Statistical Methods, Statistics, Applied Mathematics, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Theoretical Computer Science
Status: Free TrialDuke University
Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
Status: Free TrialSkills you'll gain: Dataflow, Data Pipelines, Data Integrity, Performance Tuning, CI/CD, Data Processing, Debugging, System Monitoring, Data Transformation, Unit Testing, Disaster Recovery
Status: Free TrialSkills you'll gain: Core Data (Software), Restful API, Apple iOS, iOS Development, JSON, Swift Programming, Application Programming Interface (API), Apple Xcode, Mobile Development, Application Development, Data Persistence, Data Modeling, Authentications, Data Management
Status: Free TrialFred Hutchinson Cancer Center
Skills you'll gain: Molecular Biology, Laboratory Research, Bioinformatics, Data Literacy, Science and Research, Data Analysis, Spatial Data Analysis, Scientific Methods, Data Processing, Quantitative Research, Informatics, Biology, Data Collection
Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Migration, Data Lakes, Data Integration, Data Transformation, Exploratory Data Analysis, Cloud Management, Data Management, DevOps
In summary, here are 10 of our most popular data mining courses
- Introduction to Data Analytics for Accounting Professionals: Association of International Certified Professional Accountants
- Healthcare Data Quality and Governance: University of California, Davis
- Transforming Exploratory Data Analysis with AI: Coursera
- Data Preparation and Evaluation with Copilot: Microsoft
- Data Collection and Processing with Python: University of Michigan
- Microsoft Azure Machine Learning for Data Scientists: Microsoft
- Statistical Estimation for Data Science and AI: University of Colorado Boulder
- Data Tidying and Importing with R: Duke University
- Serverless Data Processing with Dataflow: Operations: Google Cloud
- Working with Data in iOS: Meta
