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: Matplotlib, Data Visualization, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Data Presentation, Data Literacy, Graphing, Scatter Plots, Data Manipulation, Histogram, Python Programming
Status: Free TrialUniversity at Buffalo
Skills you'll gain: Process Mapping, Data Collection, Process Improvement, Business Process, Process Analysis, Data-Driven Decision-Making, Performance Measurement, Data Validation, Business Process Modeling, Business Analytics, Operational Performance Management, Gap Analysis, Organizational Strategy, Key Performance Indicators (KPIs), Internet Of Things, Data Integrity
Status: Free TrialDeepLearning.AI
Skills you'll gain: Data Storage, Query Languages, Vector Databases, Data Lakes, File Systems, Database Systems, SQL, Databases, Database Management Systems, Data Architecture, Cloud Storage, Data Warehousing, Amazon Web Services, Apache Kafka, Amazon S3, Apache Spark, Graph Theory, Performance Tuning
Status: Free TrialDuke University
Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, Probability Distribution, R Programming, Statistical Software, Bayesian Statistics, Probability, Data Analysis, Quantitative Research, Statistics, Statistical Inference, Descriptive Statistics
Status: Free TrialUniversity of Michigan
Skills you'll gain: Data Quality, Data Collection, Data Management, Data Validation, Data Analysis, Data Preprocessing, Threat Detection, Data Access, Sampling (Statistics)
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Management, Oracle Databases, Database Management Systems, Relational Databases, Business Intelligence, Data Integration, Data Architecture, Big Data, Analytics, Scalability
Status: Free TrialUiPath
Skills you'll gain: Robotic Process Automation, Data Manipulation, Business Process Automation, Data Integration, Data Preprocessing
Status: NewStatus: Free TrialSkills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Cross-Channel Marketing, Customer Analysis, Target Audience, Content Performance Analysis, Marketing Effectiveness, Campaign Management, Data Presentation, Advertising Campaigns, Digital Marketing, Performance marketing, Marketing Strategies, Consumer Behaviour, Data-Driven Decision-Making, Performance Analysis, Marketing Budgets
Status: Free TrialGoogle Cloud
Skills you'll gain: Looker (Software), Dashboard, Pivot Tables And Charts, Data Analysis, Data Presentation, Data Sharing, Data Visualization Software, Business Intelligence, Analytics, Content Management, Data Manipulation
Status: PreviewThe State University of New York
Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Mining, Health Informatics, Biomedical Technology, R Programming, Predictive Modeling, Statistical Analysis, Molecular Biology, Feature Engineering, Data Preprocessing, Classification Algorithms
Status: NewSkills you'll gain: Databricks, Data Lakes, Data Transformation, Data Quality, Data Infrastructure, Data Governance, Data Pipelines, Real Time Data, Data Warehousing, Data Management, Terraform, Data Validation, Apache Spark, Data Integrity, Data Storage, Continuous Deployment, Cloud Computing, Scalability, Data Security
Skills you'll gain: SQL, Database Management, Database Design, Relational Databases, Databases, Query Languages, Performance Tuning, Data Analysis
In summary, here are 10 of our most popular data mining courses
- Applied Plotting, Charting & Data Representation in Python: University of Michigan
- Data-Driven Process Improvement: University at Buffalo
- Data Storage and Queries: DeepLearning.AI
- Introduction to Probability and Data with R: Duke University
- The Total Data Quality Framework: University of Michigan
- Relational Database Support for Data Warehouses: University of Colorado System
- Data Manipulation in RPA: UiPath
- Optimize Campaigns: Data-Driven Marketing: Coursera
- Analyzing and Visualizing Data in Looker: Google Cloud
- Big Data, Genes, and Medicine: The State University of New York
