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.

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Popular Data Mining Courses and Certifications

Status: Free Trial
Packt
Python Fundamentals and Data Science Essentials
Skills you'll gain: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
Beginner · Course · 1 - 3 Months
Status: Free Trial
Edureka
Data Streaming and NLP with PySpark
Skills you'll gain: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Data Representation and Serialization
Skills you'll gain: Interoperability, Data Transformation, Secure Coding, Python Programming
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
University of Pittsburgh
Tableau, Networks & Time Series Data Visualization
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Streaming Data to Bigtable
Skills you'll gain: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation
Beginner · Project · Less Than 2 Hours
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: 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
SAS
Modeling Time Series and Sequential Data
Skills you'll gain: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Linear Regression Modeling for Health Data
Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Edureka
Mastering Power BI for Data Analytics & Storytelling
Skills you'll gain: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
4.4
Rating, 4.4 out of 5 stars
27 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Status: Preview
Microsoft
Reshaping Data with tidyr
Skills you'll gain: Data Wrangling, Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Data Cleaning & Processing with Copilot in Excel
Skills you'll gain: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Preprocessing, Data Quality, Data Transformation, Data Integrity, Data Validation, Data-Driven Decision-Making, Excel Formulas, Data Analysis
4.4
Rating, 4.4 out of 5 stars
45 reviews
Beginner · Course · 1 - 3 Months

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

Python Fundamentals and Data Science Essentials: Packt
Data Streaming and NLP with PySpark: Edureka
Data Representation and Serialization: Packt
Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
Streaming Data to Bigtable: Google Cloud
Data Manipulation at Scale: Systems and Algorithms: University of Washington
Tidyverse Skills for Data Science in R: Johns Hopkins University
Modeling Time Series and Sequential Data: SAS
Linear Regression Modeling for Health Data: University of Michigan
Mastering Power BI for Data Analytics & Storytelling: Edureka