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.

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Popular Data Mining Courses and Certifications

Status: New
Status: Free Trial
University of Pittsburgh
Tableau, Networks & Time Series Data Visualization
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Washington
Data Manipulation at Scale: Systems and Algorithms
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms
4.3
Rating, 4.3 out of 5 stars
771 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Corporate Finance Institute
Data Skills for Excel Professionals
Skills you'll gain: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Extract, Transform, Load, Consolidation, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Manipulation, Data Cleansing, Data Integration
4.7
Rating, 4.7 out of 5 stars
179 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, SQL, Seaborn, Data Preprocessing, Database Management, Data Structures, NumPy, Databases, Accounting, Data Modeling, Python Programming, Regression Analysis, Scripting Languages, Scripting
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
109 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Linear Regression Modeling for Health Data
Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
Intermediate · Course · 1 - 4 Weeks
Coursera
Analyze Data in Azure ML Studio
Skills you'll gain: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
Beginner · Guided Project · Less Than 2 Hours
Coursera
Data Visualization using Microsoft Excel
Skills you'll gain: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365
4.5
Rating, 4.5 out of 5 stars
65 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Edureka
Data Streaming and NLP with PySpark
Skills you'll gain: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Getting Started with Data Visualization in R
Skills you'll gain: Rmarkdown, Data Visualization, Statistical Visualization, Ggplot2, Data Import/Export, Data Visualization Software, R Programming, Tidyverse (R Package), Statistical Reporting, Data Manipulation, Scatter Plots, Data Wrangling, Histogram
4.7
Rating, 4.7 out of 5 stars
300 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Packt
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
4.9
Rating, 4.9 out of 5 stars
7 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Coursera
Smart Data Cleaning with Generative AI
Skills you'll gain: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Duke University
Data Modeling and Prediction with R
Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
Beginner · Course · 1 - 4 Weeks

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

Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
Data Manipulation at Scale: Systems and Algorithms: University of Washington
Data Skills for Excel Professionals: Corporate Finance Institute
Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
Linear Regression Modeling for Health Data: University of Michigan
Analyze Data in Azure ML Studio: Coursera
Data Visualization using Microsoft Excel: Coursera
Data Streaming and NLP with PySpark: Edureka
Getting Started with Data Visualization in R: Johns Hopkins University
NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt