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: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling, Ggplot2
Status: FreeThe Chinese University of Hong Kong
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Methods, Advanced Analytics, Correlation Analysis, Statistical Software, Social Sciences, Statistical Modeling, Data Analysis, Data Analysis Software, Mathematical Modeling
Status: FreeUniversity of California San Diego
Skills you'll gain: Big Data, Apache Hadoop, Data Analysis, Unstructured Data, Scalability, Data Processing, Data Science, Distributed Computing, Virtual Machines
Status: PreviewEindhoven University of Technology
Skills you'll gain: Scientific Methods, Research Design, Research, Quantitative Research, Experimentation, Data Literacy, Sample Size Determination, Data Sharing, Statistical Inference, Statistical Methods, Statistical Analysis
Status: Free TrialUniversidad Austral
Skills you'll gain: Web Scraping, Data Integration, Data Processing, Data Cleansing, Natural Language Processing, Jupyter, Pandas (Python Package), Scripting, Data Transformation, Data Capture, JSON, Text Mining, Hypertext Markup Language (HTML), Javascript
Status: PreviewUniversiteit Leiden
Skills you'll gain: Predictive Analytics, Predictive Modeling, Risk Modeling, R Programming, Advanced Analytics, Preventative Care, Health Informatics, Statistical Modeling, Sample Size Determination, Statistical Inference, Regression Analysis, Statistical Machine Learning, Data Validation
Status: Free TrialDuke University
Skills you'll gain: Rust (Programming Language), Development Testing, Software Testing, Data Structures, Debugging, GitHub, Programming Principles, Package and Software Management, Integrated Development Environments, Secure Coding, System Programming
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Machine Learning Methods, Computer Vision, Machine Learning
Status: PreviewNortheastern University
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Tableau Software, Dashboard, Data Analysis, Data-Driven Decision-Making, Data Ethics, Trend Analysis, Business Analytics, Peer Review
Coursera
Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management
Status: PreviewUniversidade de São Paulo
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
Status: PreviewUniversity of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI Agents, Agentic systems, Generative AI, Artificial Intelligence, AI Product Strategy, Responsible AI, Automation, Algorithms
In summary, here are 10 of our most popular data mining courses
- Building Statistical Models in R: Linear Regression: Coursera
- 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
- مقدمة عن البيانات الضخمة: University of California San Diego
- Improving Your Statistical Questions: Eindhoven University of Technology
- Limpieza de datos para el procesamiento de lenguaje natural: Universidad Austral
- Population Health: Predictive Analytics: Universiteit Leiden
- Rust Fundamentals: Duke University
- Basic Image Classification with TensorFlow: Coursera
- Healthcare Information Design and Visualizations: Northeastern University
- SQL CASE Statements: Coursera
