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 California, Davis
Data Manipulation in JavaScript
Skills you'll gain: Data Validation, jQuery, Javascript and jQuery, Data Integration, Data Manipulation, JSON, Ajax, Event-Driven Programming, Javascript, Frontend Performance
4.8
Rating, 4.8 out of 5 stars
69 reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Practical Data Wrangling with Pandas
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
4.6
Rating, 4.6 out of 5 stars
7 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Coursera
Data Science Beyond the Basics (ML+DS)
Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
4.3
Rating, 4.3 out of 5 stars
24 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Tsinghua University
Data Structures and Algorithms
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Query Languages, Performance Tuning, Computer Programming, Computer Science
2.8
Rating, 2.8 out of 5 stars
39 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Johns Hopkins University
Data Visualization in R with ggplot2
Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Heat Maps, R Programming, Graphical Tools, Data Wrangling, Tidyverse (R Package), Graphics Software
4.9
Rating, 4.9 out of 5 stars
131 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Data Science with R - Capstone Project
Skills you'll gain: Shiny (R Package), Exploratory Data Analysis, Data Collection, Ggplot2, Data Wrangling, Tidyverse (R Package), Data Science, Predictive Modeling, Data Visualization, Dashboard, Statistical Analysis, Data Analysis, Data Presentation, Data Manipulation, Interactive Data Visualization, R Programming, Data Cleansing, Data Transformation, Statistical Modeling, Regression Analysis
4.6
Rating, 4.6 out of 5 stars
109 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Microsoft
Modeling Data in Power BI
Skills you'll gain: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Manipulating Data with SQL
Skills you'll gain: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
4.6
Rating, 4.6 out of 5 stars
198 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera
Interactive Statistical Data Visualization 101
Skills you'll gain: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability
4.9
Rating, 4.9 out of 5 stars
10 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
IBM
Generative AI: Elevate Your Data Science Career
Skills you'll gain: Generative AI, Exploratory Data Analysis, Generative Model Architectures, Data Ethics, Feature Engineering, Predictive Modeling, AI Enablement, Responsible AI, Data Visualization, Data Science, Data Synthesis, Data Preprocessing, Data Analysis, Data Manipulation, Model Evaluation
4.6
Rating, 4.6 out of 5 stars
258 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Big Data Processing Using Hadoop
Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, Databases, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Performance Tuning
4.5
Rating, 4.5 out of 5 stars
8 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Michigan
Capstone: Retrieving, Processing, and Visualizing Data with Python
Skills you'll gain: Data Processing, Data Cleansing, Data Visualization, Data Analysis, Data Modeling, Python Programming, Data Visualization Software, Exploratory Data Analysis, Web Scraping, Algorithms
4.7
Rating, 4.7 out of 5 stars
14K reviews
Beginner · Course · 1 - 3 Months

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

Data Manipulation in JavaScript: University of California, Davis
Practical Data Wrangling with Pandas: Coursera
Data Science Beyond the Basics (ML+DS): Coursera
Data Structures and Algorithms: Tsinghua University
Data Visualization in R with ggplot2: Johns Hopkins University
Data Science with R - Capstone Project: IBM
Modeling Data in Power BI: Microsoft
Manipulating Data with SQL: Coursera
Interactive Statistical Data Visualization 101: Coursera
Generative AI: Elevate Your Data Science Career: IBM