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

Google Cloud
BigQuery Soccer Data Ingestion
Skills you'll gain: Google Cloud Platform, Big Data, Cloud Storage, Query Languages, Data Import/Export, Data Migration, Analytics, Data Science, Data Analysis Software, Data Analysis
Beginner · Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Managing, Describing, and Analyzing Data
Skills you'll gain: Sampling (Statistics), R (Software), Statistical Inference, Probability Distribution, R Programming, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Probability, Data Manipulation, Histogram
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
34 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Maryland, College Park
Framework for Data Collection and Analysis
Skills you'll gain: Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Data Validation, Sampling (Statistics), Data Management, Big Data, Statistical Methods
4.2
Rating, 4.2 out of 5 stars
773 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Data Engineering Capstone Project
Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard, Business Intelligence, PySpark, Data Pipelines, Analytics, Databases, Database Design, Data Architecture, Apache Airflow, Relational Databases, SQL, Python Programming
4.7
Rating, 4.7 out of 5 stars
142 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Python Packages for Data Science
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Data Science, Histogram, Package and Software Management, Data Import/Export, Python Programming
4.6
Rating, 4.6 out of 5 stars
78 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Developing Data Models with LookML
Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Database Design, Data Warehousing, SQL, Data Analysis, Data Persistence, Version Control
4.7
Rating, 4.7 out of 5 stars
72 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
The Total Data Quality Framework
Skills you'll gain: Data Quality, Data Collection, Data Management, Data Validation, Data Analysis, Data Preprocessing, Threat Detection, Data Access, Sampling (Statistics)
4.6
Rating, 4.6 out of 5 stars
49 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Minnesota
Cloud Data Security
Skills you'll gain: Cloud Security, Data Security, Cloud Services, Cloud Storage, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Data Governance, Data Integrity, Cloud Platforms, Security Controls, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Relational Databases, Encryption, SQL
4.2
Rating, 4.2 out of 5 stars
27 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera
Data Visualization with Plotly Express
Skills you'll gain: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
4.7
Rating, 4.7 out of 5 stars
269 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Michigan
Data Science for Health Research
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
4.9
Rating, 4.9 out of 5 stars
12 reviews
Beginner · Specialization · 1 - 3 Months
Status: New
Status: Free Trial
Edureka
Build Your First No-Code Data Workflow
Skills you'll gain: Data Analysis, Data Collection, Data Cleansing, Data Processing, Data Quality, Data Analysis Software, Data Science, Business Analytics, Feature Engineering, Data Visualization, Data Validation, Machine Learning
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Prediction Models with Sports Data
Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Modeling, Statistical Modeling, Data Analysis, Analytics, Regression Analysis, Pandas (Python Package), Model Evaluation, Python Programming, Probability, Ethical Standards And Conduct
4.5
Rating, 4.5 out of 5 stars
41 reviews
Intermediate · Course · 1 - 3 Months

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

BigQuery Soccer Data Ingestion: Google Cloud
Managing, Describing, and Analyzing Data: University of Colorado Boulder
Framework for Data Collection and Analysis: University of Maryland, College Park
Data Engineering Capstone Project: IBM
Python Packages for Data Science: University of Colorado Boulder
Developing Data Models with LookML: Google Cloud
The Total Data Quality Framework: University of Michigan
Cloud Data Security: University of Minnesota
Data Visualization with Plotly Express: Coursera
Data Science for Health Research: University of Michigan