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
Skills you'll gain: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation
Status: Free TrialSkills you'll gain: Six Sigma Methodology, Lean Methodologies, Operational Excellence, Process Improvement, Stakeholder Management, Quality Management, Organizational Strategy, Continuous Improvement Process, Root Cause Analysis, Data-Driven Decision-Making, Data Analysis
Status: FreeThe Chinese University of Hong Kong
Skills you'll gain: Statistical Methods, Statistical Modeling, SPSS (Software), Statistical Analysis, Exploratory Data Analysis, Regression Analysis, Data Analysis Software, Social Sciences, Correlation Analysis, Mathematical Modeling, Data Analysis, Model Evaluation, Dimensionality Reduction
Status: Free TrialUniversity of Michigan
Skills you'll gain: Responsible AI, Governance, Data Governance, Data Management, Compliance Management, Generative AI, Artificial Intelligence, Stakeholder Management, Risk Analysis, Cost Benefit Analysis, Regulation and Legal Compliance, Organizational Strategy, Leadership and Management, Risk Management, Accountability
Status: Free TrialUniversity of Glasgow
Skills you'll gain: Data Mining, Deep Learning, Clinical Data Management, Health Informatics, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence, Recurrent Neural Networks (RNNs), Logistic Regression
Skills you'll gain: Bioinformatics, Scientific Visualization, Data Access, Extensible Markup Language (XML), Data Wrangling, Database Software, File I/O, Python Programming
Status: PreviewUniversidad Austral
Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Tableau Software, Dashboard, Data Storytelling, Tree Maps, Data Presentation, Data Literacy, Software Installation
Status: Free TrialUniversity of Alberta
Skills you'll gain: Reinforcement Learning, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Pseudocode, Linear Algebra, Probability Distribution
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Functional Design, Scripting, Scripting Languages, Python Programming, Data Science, Programming Principles, Computer Programming, Software Engineering
Status: Free TrialSkills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Integrity, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling
Skills you'll gain: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
In summary, here are 10 of our most popular data mining courses
- SQL Window Functions for Analytics: Coursera
- Overview: Six Sigma and the Organization: SkillUp
- Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
- Generative AI: Governance, Policy, and Emerging Regulation: University of Michigan
- Capstone Assignment - CDSS 5: University of Glasgow
- Access Bioinformatics Databases with Biopython: Coursera
- Fundamentos de la visualización de datos con Tableau: Universidad Austral
- Prediction and Control with Function Approximation: University of Alberta
- Computational Social Science Capstone Project: University of California, Davis
- Introduction to Python Functions: University of Colorado Boulder
