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 California San Diego
Big Data Modeling and Management Systems
Skills you'll gain: Data Modeling, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Data Processing, Apache Hadoop, Data Structures, Scalability, Virtual Environment
4.4
Rating, 4.4 out of 5 stars
3K reviews
Mixed · Course · 1 - 3 Months
Packt
Data Management with SQL
Skills you'll gain: SQL, Database Management, Database Design, Relational Databases, Databases, Query Languages, Performance Tuning, Data Analysis
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Cloudera
Modern Big Data Analysis with SQL
Skills you'll gain: Database Design, SQL, Apache Hive, Relational Databases, Databases, Database Management, Big Data, Database Systems, Amazon Web Services, MySQL, Data Management, Amazon S3, Apache Hadoop, Data Storage, NoSQL, Operational Databases, Data Warehousing, Cloud Storage, Performance Tuning, Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
University of Colorado System
Relational Database Support for Data Warehouses
Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Data Architecture
4.6
Rating, 4.6 out of 5 stars
592 reviews
Mixed · Course · 1 - 3 Months
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 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
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 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: New
Status: Free Trial
Coursera
Transform JSON & Fix Time Data
Skills you'll gain: Data Preprocessing, Data Wrangling, Data Cleansing, Data Transformation, Data Manipulation, JSON, Pandas (Python Package), Data Quality, Extract, Transform, Load, Data Mapping, Scripting, Data Validation, Data Maintenance, Data Pipelines, Time Series Analysis and Forecasting, Data Integrity, Anomaly Detection, Reconciliation
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

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

BigQuery Soccer Data Ingestion: Google Cloud
Big Data Modeling and Management Systems: University of California San Diego
Data Management with SQL: Packt
Modern Big Data Analysis with SQL: Cloudera
Relational Database Support for Data Warehouses: University of Colorado System
Data Engineering Capstone Project: IBM
Prediction Models with Sports Data: University of Michigan
Data Visualization with Plotly Express: Coursera
Managing, Describing, and Analyzing Data: University of Colorado Boulder
Framework for Data Collection and Analysis: University of Maryland, College Park