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
University of Illinois Urbana-Champaign
University of Colorado Boulder
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Modeling, Decision Tree Learning, Data Science, Data Management, Data Cleansing, Model Evaluation, Data Analysis, Analytical Skills, Correlation Analysis, Ideation, Artificial Neural Networks, Technical Writing
S.P. Jain Institute of Management and Research
Skills you'll gain: Data Analysis, Business Analytics, Business Intelligence, Statistical Analysis, Statistics, Applied Machine Learning, Data Mining, Dimensionality Reduction, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing, Marketing Analytics, Target Market, Predictive Analytics, Predictive Modeling, Model Optimization, Decision Making, Mathematical Modeling, Microsoft Excel, Data Visualization
University of Michigan
Skills you'll gain: Data Mining, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
Skills you'll gain: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Dashboard, Analysis, Analytics, Data Visualization, Big Data, Data Storage Technologies, Analytical Skills, Data Wrangling, Data Science, Data Mart, Data Warehousing, Data Processing, Data Storage, Data Lakes, Microsoft Excel
What brings you to Coursera today?
University of Colorado Boulder
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Correlation Analysis, Artificial Neural Networks, Model Evaluation
University of California, Irvine
Skills you'll gain: Data Ethics, Data Mining, Data Science, Big Data, Analytics, Descriptive Analytics, Predictive Analytics, Small Data
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Data Import/Export, Descriptive Statistics, Box Plots, Model Optimization, Data Visualization, Python Programming
Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Analysis, Data Storytelling, Communication Strategies, Analytics, Plot (Graphics), Stakeholder Communications, Responsible AI, Small Data, Decision Making, Sample Size Determination, Spreadsheet Software, Design
University of Colorado Boulder
Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Data Analysis
Corporate Finance Institute
Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Transformation, Portfolio Management, Statistical Modeling, Predictive Analytics
Università di Napoli Federico II
Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Machine Learning, Machine Learning Algorithms, Exploratory Data Analysis, Deep Learning, Ggplot2, Regression Analysis, Data Analysis, Data Wrangling, Data Modeling, Data Structures
Best Data Mining courses from University of Colorado Boulder
Top-rated Data Mining courses offered by University of Colorado Boulder on Coursera.
- Data Mining Foundations and PracticeUniversity of Colorado BoulderIntermediate1 - 3 MonthsUniversity of Colorado Boulder
- Data Mining MethodsUniversity of Colorado BoulderIntermediate1 - 4 WeeksUniversity of Colorado Boulder
- Data Mining PipelineUniversity of Colorado BoulderIntermediate1 - 4 WeeksUniversity of Colorado Boulder
Best Data Mining certificate programs
Earn a certificate in Data Mining from top universities and companies.
- Data MiningUniversity of Illinois Urbana-ChampaignIntermediateSpecialization
- Data-Driven Business IntelligenceS.P. Jain Institute of Management and ResearchBeginner3 - 6 MonthsSpecialization
- Google Data-Driven Decision MakingGoogleBeginner3 - 6 MonthsSpecialization
