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 TrialJohns Hopkins University
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Inference, Data Analysis, Statistical Modeling, Statistical Analysis, Probability & Statistics
Status: NewSkills you'll gain: Security Management, Data-Driven Decision-Making
Status: Free TrialLondon Business School
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Leadership Studies, Organizational Leadership, Responsible AI, Business Transformation, Artificial Intelligence, Communication, Stakeholder Communications, Technology Strategies, Business Strategy, Business Ethics, Machine Learning, Case Studies, Decision Making
Status: PreviewSkills you'll gain: Seaborn, Data Storytelling, Statistical Visualization, Data Visualization, Data Visualization Software, Matplotlib, Box Plots, Scatter Plots, Statistical Analysis, Heat Maps, Histogram, Python Programming
Status: Free TrialUniversity of Minnesota
Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Advanced Mathematics, Linear Algebra
Status: NewStatus: Free TrialUniversity of Michigan
Skills you'll gain: Unsupervised Learning, Anomaly Detection, Supervised Learning, Python Programming, Exploratory Data Analysis
Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming
Status: Free TrialJohns Hopkins University
Skills you'll gain: Software Documentation, Leaflet (Software), Technical Documentation, Data Manipulation, Data Cleansing, Data Transformation, Data Visualization Software, Code Review, R Programming, GitHub, Continuous Integration, Software Testing
Skills you'll gain: R (Software), R Programming, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export
EIT Digital
Skills you'll gain: Data Ethics, AI Personalization, System Requirements, Responsible AI, Machine Learning Algorithms, Innovation, Algorithms, Unsupervised Learning, Quality Assurance, Data-Driven Decision-Making, Applied Machine Learning, Performance Tuning
Status: Free TrialUniversidad de los Andes
Skills you'll gain: Financial Forecasting, Financial Analysis, Financial Modeling, Analytics, Time Series Analysis and Forecasting, Statistical Analysis, Business Analytics, Risk Analysis, Predictive Modeling, Risk Management, R Programming, Data Transformation, Machine Learning Methods, Artificial Neural Networks
Status: NewStatus: PreviewSimplilearn
Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, LLM Application, Large Language Modeling, OpenAI, Data Synthesis
In summary, here are 10 of our most popular data mining courses
- Quantifying Relationships with Regression Models: Johns Hopkins University
- PL-300 Microsoft Power BI Analyst Certification Guide: Packt
- New Ways of Working in an AI World: London Business School
- Seaborn: Visualizing Basics to Advanced Statistical Plots: Coursera
- Matrix Factorization and Advanced Techniques: University of Minnesota
- Applied Unsupervised Learning in Python: University of Michigan
- Supply Chain Network Optimization Using MILP on RStudio: Coursera
- Mastering Software Development in R Capstone: Johns Hopkins University
- Introduction to R: Basic R syntax: Coursera
- Basic Recommender Systems: EIT Digital
