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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


  • C

    Coursera

    Safeguard Data Privacy

    Skills you'll gain: Marketing Operations, Information Privacy, General Data Protection Regulation (GDPR), Customer Data Management, Personally Identifiable Information, Law, Regulation, and Compliance, Customer Communications Management, Data Management, Compliance Management, Data Security, Data Mapping, Email Marketing, Risk Analysis, Record Keeping, Document Management, Auditing, Data Integrity, Data Strategy, Data Access, Data Flow Diagrams (DFDs)

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Washington

    Social Media Data Analytics

    Skills you'll gain: Social Media Analytics, Text Mining, Unstructured Data, Quantitative Research, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Statistical Methods, Correlation Analysis, R (Software), Application Programming Interface (API), R Programming, Regression Analysis, Data Collection, Python Programming

    ★ 4.1 (299) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Stanford University

    Introduction to Statistics

    Skills you'll gain: Descriptive Statistics, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Analysis, Statistical Machine Learning, Statistical Visualization, Data Collection, Probability Distribution, Correlation Analysis

    ★ 4.6 (4.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Madecraft

    Data Analytics: Graph Analytics

    Skills you'll gain: Social Network Analysis, Fraud detection, Network Analysis, Network Model, Databases, Analytics, Social Media Analytics, Relational Databases, Query Languages, Database Design, Marketing Analytics, Solution Design

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Storage & Processing

    Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Star Schema, Microsoft Azure, Extract, Transform, Load, Transaction Processing, Transact-SQL, Data Pipelines, Information Management, Power BI, Operational Databases, Data Storage Technologies, Data Processing, Data Storage, Data Maintenance, Performance Tuning, Data Access, Dependency Analysis, Data Analysis

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Data Cleaning in Excel: Techniques to Clean Messy Data

    Skills you'll gain: Data Analysis, Statistical Reporting, Data Cleansing, Data Wrangling, Microsoft Excel, Data Analysis Software, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas

    ★ 4.4 (62) · Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    AI & Data Insights

    Skills you'll gain: Customer Relationship Management, Customer Relationship Management (CRM) Software, Power BI, Customer Insights, Customer Analysis, Dashboard Creation, AI Personalization, Customer experience improvement, Microsoft Copilot, Customer Data Management, Customer Service, Personalized Service, Analytical Skills, Data Validation, Data Analysis, AI Integrations, Data Integrity, Performance Analysis, Data Quality, Customer Communications Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google

    Google Data Analytics

    Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, R (Software), Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, SQL, File Management, Data Analysis, Sampling (Statistics), Interviewing Skills

    ★ 4.5 (332) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Business Data Management and Communication

    Skills you'll gain: Revenue Recognition, Data Storytelling, Business Workflow Analysis, Business Analytics, Accrual Accounting, Financial Statements, Responsible AI, Accruals, Cash Flows, Accounting, Financial Statement Analysis, Data-Driven Decision-Making, Financial Accounting, Data Literacy, Business Analysis, Big Data, Asset Management, Analytics, Intellectual Property, Data Analysis

    ★ 4.7 (6.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Generative AI for Data Visualization and Data Storytelling

    Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Data Presentation, LLM Application, Data Wrangling, Large Language Modeling

    ★ 4.1 (35) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Factory & Orchestration

    Skills you'll gain: Data Pipelines, Dataflow, PySpark, Data Lakes, Microsoft Power Platform, Extract, Transform, Load, Data Quality, Apache Spark, Data Processing, Data Transformation, Data Manipulation, Data Architecture, Data Governance, Generative AI, Data Validation, AI Workflows, Data Import/Export, Cloud Storage, Debugging

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Hive, NoSQL, Database Systems, Data Mining, Cloud Applications, Cloud Solutions, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages, Data Manipulation

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular data mining courses

  • Safeguard Data Privacy: Coursera
  • Social Media Data Analytics: University of Washington
  • Introduction to Statistics: Stanford University
  • Data Analytics: Graph Analytics: Madecraft
  • Data Storage & Processing: Microsoft
  • Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
  • AI & Data Insights: Microsoft
  • Google Data Analytics: Google
  • Business Data Management and Communication: University of Illinois Urbana-Champaign
  • Generative AI for Data Visualization and Data Storytelling: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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