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
Python for Data Analysis: Pandas & NumPy
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Analysis
4.5
Rating, 4.5 out of 5 stars
388 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Data Visualization with Plotly Express
Skills you'll gain: Plotly, Interactive Data Visualization, Plot (Graphics), Data Visualization Software, Ggplot2, Exploratory Data Analysis, 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 Maryland, College Park
Framework for Data Collection and Analysis
Skills you'll gain: Surveys, Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Analysis, Sampling (Statistics), Big Data
4.2
Rating, 4.2 out of 5 stars
776 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Illinois Tech
Big Data Technologies
Skills you'll gain: NoSQL, Big Data, Apache Hadoop, Apache Spark, Data Infrastructure, Apache Kafka, Real Time Data, Data Management, Apache Cassandra, Apache Hive, Data Lakes, MongoDB, Databases, Data Ethics, Data Architecture, Distributed Computing, Data Processing, Informatics, Cloud Computing, Software Design Patterns
Build toward a degree
Intermediate · Course · 1 - 3 Months
Google Cloud
BigQuery Soccer Data Ingestion
Skills you'll gain: Google Cloud Platform, Cloud Storage, Query Languages, Data Import/Export, Analytics, Data Science, Data Analysis
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Stanford University
Algorithms
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Social Network Analysis, Network Analysis, Network Routing, Computational Thinking, Mathematical Theory & Analysis, Analysis, Computer Science, Probability & Statistics, Probability, Design Strategies, Logical Reasoning
4.8
Rating, 4.8 out of 5 stars
6K reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Coursera
Analyze Usage Data
Skills you'll gain: Data Presentation, Trend Analysis, Data Literacy, Content Performance Analysis, Analysis, Data Analysis, Web Analytics, Data-Driven Decision-Making, Stakeholder Communications, Performance Metric, Data Management, Decision Making
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Applied Plotting, Charting & Data Representation in Python
Skills you'll gain: Matplotlib, Data Visualization, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Infographics, Statistical Visualization, Data Presentation, Data Literacy, Graphing, Graphic and Visual Design, Data Manipulation, Python Programming
4.5
Rating, 4.5 out of 5 stars
6.3K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
BigQuery for Data Analysts
Skills you'll gain: Looker (Software), SQL, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Warehousing, Data Cleansing, Dashboard Creation, Data Analysis, Data Visualization Software, Data Processing, Google Sheets, Query Languages, Google Cloud Platform, Data Import/Export, Data Integrity
4.4
Rating, 4.4 out of 5 stars
82 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Capstone: Retrieving, Processing, and Visualizing Data with Python
Skills you'll gain: Data Processing, Data Visualization, Data Presentation, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Data Access, Data Wrangling, Python Programming, Web Analytics and SEO, Algorithms, Data Analysis, Web Scraping, Scripting
4.7
Rating, 4.7 out of 5 stars
14K reviews
Beginner · Course · 1 - 3 Months
Status: New
Microsoft
Advanced Data Applications and Integration
Skills you'll gain: Web Scraping, Rmarkdown, R (Software), Leaflet (Software), R Programming, Interactive Data Visualization, Cloud Storage, Microsoft Azure, Data Ethics, Data Integration, Data Collection, Data Pipelines, Data Engineering, Big Data, Data Migration, Data Warehousing, Data Transformation, Data Modeling, Data Security, Database Management
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Cisco Learning and Certifications
Cisco Data Center Advanced Services
Skills you'll gain: Software-Defined Data Center (SDDC), Cloud Computing, Data Centers, Cloud Services, Cloud Computing Architecture, Cloud Deployment, Software-Defined Networking, Infrastructure as Code (IaC), Ansible, Cloud Infrastructure, Network Infrastructure, IT Automation, Virtual Networking, Network Architecture, Terraform, Automation, Virtualization, Application Programming Interface (API), Network Model
Beginner · Course · 1 - 4 Weeks

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

Python for Data Analysis: Pandas & NumPy: Coursera
Data Visualization with Plotly Express: Coursera
Framework for Data Collection and Analysis: University of Maryland, College Park
Big Data Technologies: Illinois Tech
BigQuery Soccer Data Ingestion: Google Cloud
Algorithms: Stanford University
Analyze Usage Data: Coursera
Applied Plotting, Charting & Data Representation in Python: University of Michigan
BigQuery for Data Analysts: Google Cloud
Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan