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: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Web Analytics and SEO, AI Personalization, Semantic Web, Algorithms, Query Languages, Network Analysis, Text Mining, Information Architecture, Performance Testing, Natural Language Processing, User Research, Data Structures, Graph Theory, UI/UX Research, Applied Machine Learning, Linear Algebra
Skills you'll gain: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Data Warehousing, Database Management Systems, SQL, Data Integration, Extract, Transform, Load
Skills you'll gain: SQL, Query Languages, Relational Databases, Database Management, Databases, Data Analysis
Status: Free TrialSkills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures
Status: PreviewGoogle Cloud
Skills you'll gain: Google Sheets, Data Literacy, Data Visualization Software, Spreadsheet Software, Big Data, Data Storytelling, Data Analysis, Data Presentation, Google Cloud Platform, Data Integration, Data Manipulation
Status: PreviewSkills you'll gain: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Data Storytelling, Relational Databases, Data Visualization Software, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
Skills you'll gain: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Simulations, Regression Analysis, Jupyter, Python Programming, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation
Status: Free TrialSkills you'll gain: Relational Databases, Database Design, Transact-SQL, Microsoft SQL Servers, Power BI, Database Management, Data Visualization Software, SQL, Data Management, Data Integrity, Data Modeling, Data Access, Data Manipulation, Data Transformation, Data Import/Export
Status: Free TrialUniversity of Minnesota
Skills you'll gain: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Box Plots, Health Care, Data Ethics, Substance Abuse, Research Methodologies, Scatter Plots, Environmental Science, Data Analysis
Status: PreviewNortheastern University
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Software Development, Scalability
Status: NewStatus: Free TrialSkills you'll gain: Power BI, Dashboard, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Business Analytics, Data Modeling, Star Schema, Data-Driven Decision-Making, Pivot Tables And Charts, Key Performance Indicators (KPIs), Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Computational Thinking, Data Storage Technologies, Linear Algebra, Python Programming, Arithmetic
In summary, here are 10 of our most popular data mining courses
- Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
- Azure Data Factory : Implement SCD Type 1: Coursera
- Retrieve Data with Multiple-Table SQL Queries: Coursera
- Foundations of Data Science and Machine Learning with Python: Packt
- Analyzing and Visualizing Data the Google Way: Google Cloud
- MySQL for Data Analytics and Business Intelligence: Edureka
- Python for Finance: Investment Fundamentals & Data Analytics: Packt
- Data Connection and Functionalities in Power BI: Edureka
- Social Determinants of Health: Data to Action: University of Minnesota
- Data Structures & Algos: Software Development Skills: Northeastern University
