Top Data Mining Courses - Learn Data Mining Online

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Data Mining

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: New
Status: Free Trial
Coursera
Parse & Normalize Data for ML Pipelines
Skills you'll gain: Data Preprocessing, Data Pipelines, Java, Data Processing, Feature Engineering, Data Cleansing, Data Quality, Data Transformation, Data Validation, Data Access, Continuous Monitoring, Unit Testing, Object Oriented Programming (OOP)
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Coursera
Stream & Optimize Real-Time Data Flows
Skills you'll gain: Apache Kafka, Multi-Tenant Cloud Environments, Data Pipelines, Real Time Data, Operational Data Store, Payment Card Industry (PCI) Data Security Standards, Data Governance, Scalability, Performance Tuning, Capacity Management, Compliance Management, Data Architecture, Application Performance Management, Governance, Apache, Cloud Storage, System Monitoring, Computer Architecture
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Logical Operations
Python Data Science: pandas, Matplotlib, and Seaborn
Skills you'll gain: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
NumPy and Pandas Basics for Future Data Scientists
Skills you'll gain: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
4.1
Rating, 4.1 out of 5 stars
12 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
EDUCBA
Splunk Analytics & Visualization: From Data to Insights
Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting
Beginner · Specialization · 3 - 6 Months
Status: Preview
Edureka
Use Tableau for your Data Science Workflow
Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
American Psychological Association
Observational Methods and Qualitative Data Analysis
Skills you'll gain: Qualitative Research, Case Studies, Interviewing Skills, Data Analysis, Research Methodologies, Social Sciences, Research, Data Collection, Cultural Diversity, Psychology, Anthropology
4.7
Rating, 4.7 out of 5 stars
26 reviews
Beginner · Course · 1 - 3 Months
Google Cloud
Data Publishing on BigQuery using Authorized Views for Data Sharing Partners
Skills you'll gain: Data Sharing, Customer Data Management, Data Integration, Big Data, Data Access, Business Intelligence, Google Cloud Platform, Data Visualization, Data Management, Cloud Computing
Beginner · Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
BiteSize Python for Absolute Beginners: Data Structures
Skills you'll gain: Data Structures, Data Dictionary, Data Manipulation, Data Access, Data Processing, Python Programming
Beginner · Course · 1 - 3 Months
Status: Free Trial
Fractal Analytics
Data Lineage & Ethical Frameworks for Responsible AI
Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Transformation, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Risk Modeling, Data Validation, Metadata Management, Data Security
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Microsoft
Data Management and Application Features
Skills you'll gain: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Debugging, Back-End Web Development, Database Management, Data Modeling, Restful API, Maintainability, Dependency Analysis, Performance Tuning, Software Design Patterns
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Whizlabs
AWS: Compute and Data Transfer
Skills you'll gain: Serverless Computing, Amazon Web Services, Cloud Computing Architecture, Solution Architecture, Containerization, Data Migration, Cloud Deployment, Data Pipelines, Cloud Solutions, Data Processing
Intermediate · Course · 1 - 4 Weeks

In summary, here are 10 of our most popular data mining courses

Parse & Normalize Data for ML Pipelines: Coursera
Stream & Optimize Real-Time Data Flows: Coursera
Python Data Science: pandas, Matplotlib, and Seaborn: Logical Operations
NumPy and Pandas Basics for Future Data Scientists: University of Michigan
Splunk Analytics & Visualization: From Data to Insights: EDUCBA
Use Tableau for your Data Science Workflow: Edureka
Observational Methods and Qualitative Data Analysis: American Psychological Association
Data Publishing on BigQuery using Authorized Views for Data Sharing Partners: Google Cloud
BiteSize Python for Absolute Beginners: Data Structures: University of Colorado Boulder
Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics