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
University of California San Diego
Big Data Modeling and Management Systems
Skills you'll gain: Data Modeling, Data Infrastructure, Data Store, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Virtual Environment
4.4
Rating, 4.4 out of 5 stars
3K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Stanford University
Algorithms
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Social Network Analysis, Network Analysis, Network Routing, Computational Thinking, Mathematical Theory & Analysis, Analysis, Computer Science, Probability & Statistics, Probability, Design Strategies
4.8
Rating, 4.8 out of 5 stars
6K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, R Programming, R (Software), Data Processing, Data Preprocessing, Data Analysis, Statistical Programming, Text Mining, Correlation Analysis
4.5
Rating, 4.5 out of 5 stars
33 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Data Processing and Manipulation
Skills you'll gain: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Processing, Data Preprocessing, Data Wrangling, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Sampling (Statistics), Exploratory Data Analysis
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Executive Data Science Capstone
Skills you'll gain: Project Management, Data Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Data Strategy, Project Implementation, Data Analysis, Team Building, Team Management, Cross-Functional Team Leadership, Case Studies, Decision Making, Leadership
4.7
Rating, 4.7 out of 5 stars
1.6K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Introduction to Probability and Data with R
Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R (Software), Probability & Statistics, Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Methods, Statistical Analysis, Statistical Software, Descriptive Statistics
4.7
Rating, 4.7 out of 5 stars
5.9K reviews
Beginner · Course · 1 - 3 Months
Status: New
Madecraft
Data Visualization with Excel and Python
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Data Analysis Software, Statistical Software, Statistical Programming, STATA (Software), R (Software), Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Regression Analysis, Logistic Regression, Informed Consent
4.2
Rating, 4.2 out of 5 stars
70 reviews
Mixed · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Coursera
Data Pipeline Engineering & Analytics
Skills you'll gain: Dashboard, Conversion Funnel Analysis, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Colorado System
Relational Database Support for Data Warehouses
Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies
4.6
Rating, 4.6 out of 5 stars
592 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Cloudera
Modern Big Data Analysis with SQL
Skills you'll gain: Database Design, SQL, Apache Hive, Relational Databases, Databases, Database Management, Database Management Systems, Big Data, Database Systems, Amazon Web Services, MySQL, Data Management, Query Languages, Amazon S3, Apache Hadoop, Data Storage, Data Access, NoSQL, Cloud Storage, Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Coursera
Data Visualization with Plotly Express
Skills you'll gain: Plotly, Interactive Data Visualization, Plot (Graphics), Data Visualization Software, Ggplot2, Exploratory Data Analysis, Data Analysis, Python Programming, Data Science, Machine Learning
4.7
Rating, 4.7 out of 5 stars
269 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Big Data Modeling and Management Systems: University of California San Diego
Algorithms: Stanford University
Wrangling Data in the Tidyverse: Johns Hopkins University
Data Processing and Manipulation: University of Colorado Boulder
Executive Data Science Capstone: Johns Hopkins University
Introduction to Probability and Data with R: Duke University
Data Visualization with Excel and Python: Madecraft
Combining and Analyzing Complex Data: University of Maryland, College Park
Data Pipeline Engineering & Analytics: Coursera
Relational Database Support for Data Warehouses: University of Colorado System