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: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality
Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, File Systems, SQL, Unsupervised Learning, Data Visualization, Software Development Methodologies, Statistical Hypothesis Testing, Financial Statement Analysis, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Spatial Data Analysis, R Programming, Artificial Intelligence, Matplotlib
Skills you'll gain: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Data Manipulation, Data Visualization, Data Analysis Expressions (DAX), Exploratory Data Analysis, Data Management, Google Cloud Platform, Network Analysis
Status: Free TrialUniversity of Michigan
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Data Presentation, Ggplot2, R (Software), Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Graphic and Visual Design, Histogram, Tidyverse (R Package), Public Administration, Trend Analysis, Policy Analysis
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
Status: Free TrialSkills you'll gain: SAS (Software), Spatial Data Analysis, Forecasting, Data Visualization, Geographic Information Systems, Data Mapping, Time Series Analysis and Forecasting, Exploratory Data Analysis, Data Analysis, Data Manipulation, Statistical Programming, Data Transformation
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
Status: NewStatus: Free TrialSkills you'll gain: Databases, Data Manipulation
Status: Free TrialSkills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Data Manipulation, Business Intelligence, Microsoft Excel, Microsoft Power Platform, Report Writing, Data Cleansing
Skills you'll gain: Data Centers, Ansible, Open Shortest Path First (OSPF), Network Switches, Computing Platforms, Virtual Networking, Virtual Local Area Network (VLAN), Network Infrastructure, Network Engineering, Border Gateway Protocol, Infrastructure Security, Network Monitoring, Data Storage Technologies, Automation, Event Monitoring, Configuration Management
Skills you'll gain: MySQL, SQL, MySQL Workbench, Data Synthesis, Query Languages, Descriptive Statistics
In summary, here are 10 of our most popular data mining courses
- Clean Data in SQL using MySQL Workbench: Coursera
- Master of Science in Data Science: Ball State University
- 70+ JavaScript Challenges - Data Structures and Algorithms: Packt
- Filtering and Sorting Data in Looker: Google Cloud
- Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
- Master Data Analysis with Pandas: Learning Path 1 (Enhanced): Coursera
- Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics: SAS
- Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
- Oracle SQL 21c Mastery: Apply, Analyze & Manage Data: EDUCBA
- Data Preparation and Visualization with Power BI: Packt
