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 Colorado Boulder
Data Collection and Integration
Skills you'll gain: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Preprocessing, Data Collection, Data Wrangling, Data Manipulation, SQL, MySQL, Databases, Query Languages, Pandas (Python Package), Application Programming Interface (API)
4.6
Rating, 4.6 out of 5 stars
14 reviews
Intermediate · Course · 1 - 3 Months
Coursera
Statistics For Data Science
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
4
Rating, 4 out of 5 stars
41 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Data Visualization using Bokeh
Skills you'll gain: Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Geospatial Information and Technology, Interactive Data Visualization, Scatter Plots, Software Installation, Python Programming
4.1
Rating, 4.1 out of 5 stars
15 reviews
Intermediate · Guided Project · Less Than 2 Hours
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: New
Status: Free Trial
Google
Data Structures in Python
Skills you'll gain: Data Wrangling, Data Import/Export
Intermediate · Course · 1 - 3 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
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
CertNexus
Extract, Transform, and Load Data
Skills you'll gain: Extract, Transform, Load, Data Manipulation, Data Preprocessing, Data Cleansing, Data Processing, Data Transformation, Data Warehousing, Data Integration, Data Collection, Data Mining, Data Storage
4.8
Rating, 4.8 out of 5 stars
36 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Davis
Healthcare Data Literacy
Skills you'll gain: Data Integration, Health Informatics, Data Dictionary, Health Systems, Metadata Management, Health Care, Data Mapping, Healthcare Industry Knowledge, Value-Based Care, Health Information Management, Taxonomy, Care Coordination, Data Literacy, Clinical Data Management, ICD Coding (ICD-9/ICD-10), Data Quality, Medical Terminology, Big Data, Interoperability, Data Storage
4.4
Rating, 4.4 out of 5 stars
128 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado System
Data Warehousing for Business Intelligence
Skills you'll gain: Database Design, Data Warehousing, Relational Databases, Business Intelligence, Decision Support Systems, Data Modeling, Database Management Systems, Data Visualization, Database Management, Dashboard, SQL, Business Process Management, Star Schema, Data Governance, Oracle Databases, Data Integration, Performance Measurement, MicroStrategy, Extract, Transform, Load, Business Analytics
4.5
Rating, 4.5 out of 5 stars
4.1K reviews
Advanced · Specialization · 3 - 6 Months
Status: Free Trial
Coursera
GenAI for Data Analysts
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, AI Product Strategy, Data Transformation, Predictive Analytics, Data Preprocessing, Machine Learning Algorithms, Responsible AI
4.6
Rating, 4.6 out of 5 stars
18 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Ordered Data Structures
Skills you'll gain: Data Structures, Data Storage, Algorithms, Data Storage Technologies, Database Systems, Database Theory, Theoretical Computer Science
4.8
Rating, 4.8 out of 5 stars
922 reviews
Mixed · Course · 1 - 4 Weeks

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

Data Collection and Integration: University of Colorado Boulder
Statistics For Data Science: Coursera
Data Visualization using Bokeh: Coursera
PySpark for Data Science: Edureka
Data Structures in Python: Google
Data Analysis with Tidyverse: University of Colorado Boulder
Data Literacy in Practice: SAS
Extract, Transform, and Load Data: CertNexus
Healthcare Data Literacy: University of California, Davis
Data Warehousing for Business Intelligence: University of Colorado System