Top Data Mining Courses - Learn Data Mining Online

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Data Mining

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: Free Trial
ESSEC Business School
Capstone: Create Value from Open Data
Skills you'll gain: Peer Review, Analytical Skills, Complex Problem Solving, Data Analysis, Data Storytelling, Value Propositions, Data Integration, Exploratory Data Analysis, Data-Driven Decision-Making, Data Visualization, Presentations
4.2
Rating, 4.2 out of 5 stars
54 reviews
Mixed · Course · 1 - 3 Months
Coursera
Mastering Data Visualization in Microsoft PowerPoint
Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
4.8
Rating, 4.8 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free
Amazon Web Services
SageMaker Unified Studio Foundations for Data Analytics
Skills you'll gain: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Vanderbilt University
From Data to Decisions: Making Predictions with AI
Skills you'll gain: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
4.8
Rating, 4.8 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Visualizing Data & Communicating Results in R with RStudio
Skills you'll gain: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
Beginner · Course · 1 - 3 Months
Status: Free Trial
Packt
Foundations of R Programming and Basic Data Manipulation
Skills you'll gain: Rmarkdown, R (Software), Data Import/Export, R Programming, Ggplot2, Data Manipulation, Plotly, Data Visualization, Web Scraping, Interactive Data Visualization, Data Visualization Software, Data Cleansing, Data Preprocessing, Data Transformation, Statistical Programming, Programming Principles, Data Structures
Beginner · Course · 1 - 3 Months
Status: Free Trial
Stanford University
Graph Search, Shortest Paths, and Data Structures
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Theoretical Computer Science, Network Routing, Computational Logic
4.8
Rating, 4.8 out of 5 stars
2K reviews
Intermediate · Course · 1 - 4 Weeks
Coursera
Real-time data visualization dashboard using Node-red
Skills you'll gain: Dashboard, Data Preprocessing, Data Visualization Software, Real Time Data, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools, JSON, Javascript
4.3
Rating, 4.3 out of 5 stars
18 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Software Architecture Patterns for Big Data
Skills you'll gain: Performance Testing, Scalability, Data Architecture, Software Architecture, Distributed Computing, Predictive Modeling, Performance Tuning, Microservices, Big Data, Software Engineering, Database Systems, Data Store, Model Evaluation
Build toward a degree
3.6
Rating, 3.6 out of 5 stars
30 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free
Coursera
Clean and analyze social media usage data with Python
Skills you'll gain: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
3.9
Rating, 3.9 out of 5 stars
35 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
École Polytechnique Fédérale de Lausanne
Big Data Analysis with Scala and Spark
Skills you'll gain: Apache Spark, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, Data Persistence, SQL, Data Analysis
4.6
Rating, 4.6 out of 5 stars
2.6K reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Data Visualization & Advanced App Logic
Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Application Development, Web Content Accessibility Guidelines, Color Theory
Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

Capstone: Create Value from Open Data: ESSEC Business School
Mastering Data Visualization in Microsoft PowerPoint: Coursera
SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services
From Data to Decisions: Making Predictions with AI: Vanderbilt University
Visualizing Data & Communicating Results in R with RStudio: Codio
Foundations of R Programming and Basic Data Manipulation: Packt
Graph Search, Shortest Paths, and Data Structures: Stanford University
Real-time data visualization dashboard using Node-red: Coursera
Software Architecture Patterns for Big Data: University of Colorado Boulder
Clean and analyze social media usage data with Python: Coursera