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
Data Catalog: Qwik Start
Skills you'll gain: Metadata Management, Google Cloud Platform, Data Mining, Big Data, Data Management, Cloud API
Beginner · Project · Less Than 2 Hours
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
IBM
SQL for Data Science with R
Skills you'll gain: Database Design, Relational Databases, SQL, Databases, R Programming, Database Management, Data Science, Statistical Programming, Data Modeling, Data Analysis Software, Query Languages, Data Manipulation, Data Analysis
4.4
Rating, 4.4 out of 5 stars
184 reviews
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
University of Pittsburgh
Data Visualization Fundamentals in Python
Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
Build toward a degree
Intermediate · Course · 1 - 3 Months
Coursera
Python for Data Analysis: Pandas & NumPy
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
4.5
Rating, 4.5 out of 5 stars
373 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Pennsylvania
Statistics for Data Science Essentials
Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
4.4
Rating, 4.4 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Data Visualization and Communication with Tableau
Skills you'll gain: Data Storytelling, Dashboard, Tableau Software, Data Visualization, Business Analytics, Business Process, Business Process Improvement, Presentations, Data Visualization Software, Data Analysis, Visualization (Computer Graphics), Stakeholder Communications, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
3.2K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Packt
Intermediate Data Analysis Techniques with Pandas
Skills you'll gain: Pandas (Python Package), Text Mining, Data Manipulation, Data Cleansing, Data Analysis Software, Data Wrangling, Data Preprocessing
4.9
Rating, 4.9 out of 5 stars
13 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Coursera
GenAI for Data Science Teams
Skills you'll gain: Generative AI, Data Ethics, AI Product Strategy, AI Enablement, Prompt Engineering, Responsible AI, Data Synthesis, Data-Driven Decision-Making, Data Preprocessing, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks
University of Pittsburgh
Master of Data Science
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Large Language Modeling, Database Management, Web Services, Data Ethics, Supervised Learning, Apache Spark, Bayesian Statistics, Data Visualization Software, Predictive Modeling, Linear Algebra, Model Evaluation, Model Deployment, Data Governance, Regression Analysis, Data Analysis
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
Tsinghua University
Data Structures and Algorithms
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Pseudocode, Query Languages, Computer Programming, Theoretical Computer Science, Computer Science, Data Storage
2.8
Rating, 2.8 out of 5 stars
39 reviews
Intermediate · Specialization · 3 - 6 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

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

Data Catalog: Qwik Start: Google Cloud
Modern Big Data Analysis with SQL: Cloudera
SQL for Data Science with R: IBM
Data Visualization Fundamentals in Python: University of Pittsburgh
Python for Data Analysis: Pandas & NumPy: Coursera
Statistics for Data Science Essentials: University of Pennsylvania
Data Visualization and Communication with Tableau: Duke University
Intermediate Data Analysis Techniques with Pandas: Packt
GenAI for Data Science Teams: Coursera
Master of Data Science: University of Pittsburgh