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

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
Status: Preview
Board Infinity
Master Data Transformation at Scale with Power BI Desktop
Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Data Storytelling, Dashboard, Data Visualization Software, Business Intelligence, Data Security, Data Integration, Data Transformation, Data Management, Data Modeling, Data Cleansing, Software Installation
Intermediate · Course · 1 - 4 Weeks
Coursera
Finding, Sorting, & Filtering Data in Microsoft Excel
Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Business Intelligence, Data Entry
4.7
Rating, 4.7 out of 5 stars
498 reviews
Intermediate · Guided 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
262 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Fundamentals of Software Architecture for Big Data
Skills you'll gain: Service Level, Software Engineering, Software Architecture, Distributed Computing, Data Architecture, Microservices, Transaction Processing, Software Design, Test Driven Development (TDD), Blockchain, Big Data, Maintainability, Database Systems, Data Structures, System Monitoring, Middleware
Build toward a degree
3.5
Rating, 3.5 out of 5 stars
88 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
IBM
IBM Storage Scale Remote Data Access
Skills you'll gain: Disaster Recovery, Remote Access Systems, File Systems, Data Access, Data Storage, File Management, Distributed Computing, Servers, Network Support, Network Protocols, System Configuration, Configuration Management, Open Source Technology
5
Rating, 5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Introduction to Business Analytics: Communicating with Data
Skills you'll gain: Data Storytelling, Data Visualization, Data Literacy, Infographics, Data Collection, Data Quality, Business Analytics, Data Visualization Software, Data-Driven Decision-Making, Analytics, Data Analysis, Communication, Digital Marketing, Health Care
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
647 reviews
Beginner · Course · 1 - 4 Weeks
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
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
Coursera
Master Data Analysis with Pandas: Learning Path 1 (Enhanced)
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
4.6
Rating, 4.6 out of 5 stars
28 reviews
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
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

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

Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera
Master Data Transformation at Scale with Power BI Desktop: Board Infinity
Finding, Sorting, & Filtering Data in Microsoft Excel: Coursera
Algebra and Differential Calculus for Data Science: University of Colorado Boulder
Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
IBM Storage Scale Remote Data Access: IBM
Introduction to Business Analytics: Communicating with Data : University of Illinois Urbana-Champaign
Data Loss Prevention: Qwik Start - JSON: Google Cloud
Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
Master Data Analysis with Pandas: Learning Path 1 (Enhanced): Coursera