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: Free Trial
Packt
The Complete Tableau Bootcamp for Aspiring Data Scientists
Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Interactive Data Visualization, Data Presentation, Data Preprocessing, Data Manipulation, Scatter Plots, Data Modeling, Heat Maps, Software Installation
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado System
Design and Build a Data Warehouse for Business Intelligence Implementation
Skills you'll gain: Data Warehousing, Dashboard, Star Schema, Data Visualization Software, Data Mart, MicroStrategy, Business Intelligence, Data Integration, Data Architecture, Extract, Transform, Load, Data Modeling, Case Studies, PostgreSQL, SQL, Data Transformation
4.6
Rating, 4.6 out of 5 stars
293 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Statistical Inference and Hypothesis Testing in Data Science Applications
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Quantitative Research, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics)
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
50 reviews
Intermediate · Course · 1 - 3 Months
Google Cloud
Creating a Data Warehouse Through Joins and Unions
Skills you'll gain: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis, Google Analytics
4
Rating, 4 out of 5 stars
8 reviews
Beginner · Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Algebra and Differential Calculus for Data Science
Skills you'll gain: Algebra, Calculus, Graphing, Applied Mathematics, Data Science, Derivatives, Numerical Analysis, Mathematical Theory & Analysis
4.6
Rating, 4.6 out of 5 stars
261 reviews
Intermediate · Course · 1 - 3 Months
Coursera
Mastering Data Analysis with Pandas: Learning Path Part 2
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
4.8
Rating, 4.8 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Javascript for Beginners: Primitive Data Types
Skills you'll gain: Javascript, Programming Principles, Computer Programming, Web Development, Application Development
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Data Analysis with the FraudFinder Workshop
Skills you'll gain: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives
4.5
Rating, 4.5 out of 5 stars
188 reviews
Advanced · Course · 1 - 3 Months
Status: New
Status: Preview
Coursera
From Raw to Ready: Data Preparation in Python
Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Data Science Decisions in Time: Using Causal Information
Skills you'll gain: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
Intermediate · Course · 1 - 3 Months
Google Cloud
Data Loss Prevention: Qwik Start - JSON
Skills you'll gain: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage
Beginner · Project · Less Than 2 Hours

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

The Complete Tableau Bootcamp for Aspiring Data Scientists: Packt
Design and Build a Data Warehouse for Business Intelligence Implementation: University of Colorado System
Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
Creating a Data Warehouse Through Joins and Unions: Google Cloud
Algebra and Differential Calculus for Data Science: University of Colorado Boulder
Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera
Javascript for Beginners: Primitive Data Types: Coursera
Data Analysis with the FraudFinder Workshop: Google Cloud
Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
From Raw to Ready: Data Preparation in Python: Coursera