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
Duke University
Pandas for Data Science
Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
4.2
Rating, 4.2 out of 5 stars
14 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Data Visualization with Python
Skills you'll gain: Data Visualization Software, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Seaborn, Tableau Software, Scatter Plots, Heat Maps, Histogram, Google Sheets, Data Analysis, Python Programming, Cloud Applications, Business Communication
4.2
Rating, 4.2 out of 5 stars
25 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Edureka
PySpark for Data Science
Skills you'll gain: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Machine Learning Methods, Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression
2.7
Rating, 2.7 out of 5 stars
11 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Michigan
How to Describe Data
Skills you'll gain: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
4.7
Rating, 4.7 out of 5 stars
26 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado System
Data Science for Marketing
Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
4.9
Rating, 4.9 out of 5 stars
16 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Colorado Boulder
Data Analysis with Tidyverse
Skills you'll gain: Tidyverse (R Package), Data Import/Export, R Programming, Data Manipulation, Data Analysis, Ggplot2, Relational Databases, Data Transformation, Data Cleansing, Data Structures, Programming Principles
4.1
Rating, 4.1 out of 5 stars
13 reviews
Beginner · Course · 1 - 3 Months
Coursera
Transforming Data in R
Skills you'll gain: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Wrangling, Data Cleansing, Data Integration, R Programming, Data Preprocessing
4.6
Rating, 4.6 out of 5 stars
25 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Huddersfield
BSc Data Science
Skills you'll gain: Linear Algebra, Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Engineering Analysis, Data Manipulation, Algebra, Mathematical Theory & Analysis, Geometry, General Mathematics
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
SAS
Data Literacy in Practice
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
5
Rating, 5 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Measuring Total Data Quality
Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Python Project for Data Science
Skills you'll gain: Dashboard, Pandas (Python Package), Data Presentation, Web Scraping, Jupyter, Data Analysis, Data Science, Data Processing, Data Manipulation, Python Programming, Data Collection
4.5
Rating, 4.5 out of 5 stars
4.8K reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Make Data-Driven Decisions
Skills you'll gain: Business Metrics, Data Visualization, Data Visualization Software, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data
5
Rating, 5 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks

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

Pandas for Data Science: Duke University
Data Visualization with Python: Duke University
PySpark for Data Science: Edureka
How to Describe Data: University of Michigan
Data Science for Marketing: University of Colorado System
Data Analysis with Tidyverse: University of Colorado Boulder
Transforming Data in R: Coursera
BSc Data Science: University of Huddersfield
Data Literacy in Practice: SAS
Measuring Total Data Quality: University of Michigan