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 Washington
Data Manipulation at Scale: Systems and Algorithms
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms
4.3
Rating, 4.3 out of 5 stars
771 reviews
Mixed · Course · 1 - 3 Months
Status: Preview
Edureka
Data Storytelling with Power BI
Skills you'll gain: Microsoft Excel, Data Security
4.6
Rating, 4.6 out of 5 stars
171 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Duke University
Data Visualization and Modeling in Python
Skills you'll gain: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Tidyverse Skills for Data Science in R
Skills you'll gain: Tidyverse (R Package), Ggplot2, Data Wrangling, Statistical Modeling, Exploratory Data Analysis, Plot (Graphics), R Programming, Data Import/Export, Predictive Modeling, Data Visualization, Data Visualization Software, Statistical Hypothesis Testing, Data Analysis, Data Manipulation, Data Modeling, Regression Analysis, Web Scraping, Data Science, R (Software), Data Analysis Software
4.5
Rating, 4.5 out of 5 stars
109 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Arizona State University
Dark Data Basics - Understanding the Unknown
Skills you'll gain: Computational Thinking, Data Strategy, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Management, Data Collection
Beginner · Course · 1 - 3 Months
Status: Free Trial
Coursera
Smart Data Cleaning with Generative AI
Skills you'll gain: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
Intermediate · Course · 1 - 3 Months
Status: Free Trial
SAS
Creating Features for Time Series Data
Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Coursera
Exploratory Data Analysis With Python and Pandas
Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, NumPy, Statistical Analysis, Python Programming
4.5
Rating, 4.5 out of 5 stars
444 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Cloudera
Foundations for Big Data Analysis with SQL
Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Big Data, Database Systems, NoSQL, Operational Databases, Data Warehousing, Data Management, Virtual Machines, Data Storage, Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Google Cloud
BigQuery Machine Learning using Soccer Data
Skills you'll gain: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
Intermediate · Project · Less Than 2 Hours
Status: New
Packt
Data Representation and Serialization
Skills you'll gain: Interoperability, Data Transformation, Secure Coding, Python Programming
Intermediate · Course · 1 - 4 Weeks
Status: Preview
Coursera
Alteryx Mastery: Data Analytics & Workflow Automation
Skills you'll gain: Data Import/Export, Alteryx, No-Code Development, Data Visualization, Business Analytics, Data Governance, Workflow Management, Operational Efficiency, Business Reporting, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Data Integration, Automation
Beginner · Course · 1 - 4 Weeks

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

Data Manipulation at Scale: Systems and Algorithms: University of Washington
Data Storytelling with Power BI: Edureka
Data Visualization and Modeling in Python: Duke University
Tidyverse Skills for Data Science in R: Johns Hopkins University
Dark Data Basics - Understanding the Unknown: Arizona State University
Smart Data Cleaning with Generative AI: Coursera
Creating Features for Time Series Data: SAS
Exploratory Data Analysis With Python and Pandas: Coursera
Foundations for Big Data Analysis with SQL: Cloudera
BigQuery Machine Learning using Soccer Data: Google Cloud