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: FreeSkills you'll gain: Web Scraping, Data Visualization, Data Presentation, Data Cleansing, Exploratory Data Analysis, Scripting, Data Analysis, Data Manipulation, Data Import/Export, Data Capture, Data Transformation, Python Programming, Jupyter
Skills you'll gain: Presentations, Sales Presentations, Data Visualization, Productivity Software, Design
Status: Free TrialArizona State University
Skills you'll gain: Matplotlib, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, File Management, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
Status: NewStatus: PreviewSkills you'll gain: Application Lifecycle Management, Azure DevOps, CI/CD, DevSecOps, Continuous Delivery, GitLab, Continuous Integration, DevOps, Data Validation, Data Quality, Test Automation, Workflow Management, Extract, Transform, Load, Test Case, Enterprise Architecture, Governance, Data Pipelines, Scalability, SQL
Status: Free TrialJohns Hopkins University
Skills you'll gain: Applied Mathematics, Estimation, Calculus, Cost Estimation, Engineering Calculations, Mathematical Modeling, Operations Research, Derivatives, Graphing, Algebra
Status: Free TrialSkills you'll gain: Azure Synapse Analytics, Power BI, Databricks, Microsoft Azure, Cloud Services, Data Warehousing, Dashboard, Apache Spark, Cloud Storage, Databases, Data Lakes, Business Intelligence, Analytics, Big Data, Extract, Transform, Load, Data Visualization Software, Data Integration, Apache Hadoop, Data Processing, Data Visualization
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Decision Tree Learning, Exploratory Data Analysis, Regression Analysis, Data Processing
Status: NewStatus: PreviewSkills you'll gain: Salesforce, Data Mapping, Advanced Analytics, Data Integration
Skills you'll gain: Data Management, Cloud Computing, Data Lakes, Metadata Management, Google Cloud Platform, Big Data, Personally Identifiable Information
Status: Free TrialGoogle Cloud
Skills you'll gain: Google Gemini, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Forecasting, SQL
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Network Analysis, Biotechnology, Life Sciences, Infectious Diseases, Structural Analysis
Status: NewStatus: PreviewSkills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
In summary, here are 10 of our most popular data mining courses
- Scrape and analyze data analyst job requirements with Python: Coursera
- Presenting Data Using Charts with Canva: Coursera
- Data Analysis and Visualization with Python: Arizona State University
- Advanced Data Testing for Quality at Scale: Coursera
- Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
- Modern Data Warehouse Analytics in Microsoft Azure: Microsoft
- Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- Exploring Dataset Metadata Between Projects with Data Catalog: Google Cloud
- Gemini for Data Scientists and Analysts: Google Cloud
