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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


  • U

    University of Pennsylvania

    Accounting Analytics

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Data, Financial Accounting, Corporate Accounting, Process Optimization, Analytics, Corporate Strategy, Accounting, Financial Forecasting, Business Metrics, Process Improvement and Optimization, Operational Analysis, Advanced Analytics, Performance Measurement, Accrual Accounting, Accruals, Predictive Analytics, Finance

    4.5 stars, 3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    4.7 stars, 7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Applied Calculus with Python

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Mathematical Software, Algebra, Derivatives, Model Optimization

    4.9 stars, 46 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (46) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Using Basic Formulas and Functions in Microsoft Excel

    Skills you'll gain: Excel Formulas, Spreadsheet Software, Microsoft Excel, Microsoft Office, Microsoft 365, Data Analysis, Gross Profit, Document Management, Business Mathematics

    4.6 stars, 2.6K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (2.6K) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • U

    University of Michigan

    Model Thinking

    Skills you'll gain: Mathematical Modeling, Mathematics and Mathematical Modeling, Systems Thinking, Strategic Decision-Making, Innovation, Diversity Awareness, Social Sciences, Predictive Modeling, Data-Driven Decision-Making, Social Studies, Strategic Thinking, Decision Making, Critical Thinking, Network Analysis, Economics, Economic Development, Probability, Probability & Statistics, Market Dynamics, Coordination

    4.8 stars, 2.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (2.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Market Research and Analysis

    Skills you'll gain: Market Research, Customer Relationship Management, Market Analysis, Market Intelligence, Marketing, Customer Insights, Marketing Analytics, Business Research, Customer Analysis, Market Data, Target Market, Marketing Strategies, Data-Driven Marketing, Market Opportunities, Strategic Marketing, Customer Data Management, Branding, Analysis, Target Audience, Data Literacy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Using Custom Fields in Looker Explores

    Skills you'll gain: Looker (Software), Ad Hoc Reporting, Ad Hoc Analysis, Data Analysis, Exploratory Data Analysis, Database Application

    4.8 stars, 6 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (6) · Beginner · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for UX Designers

    Skills you'll gain: User Experience, User Experience Design, Wireframing, User Research, Persona (User Experience), Responsible AI, User Interface and User Experience (UI/UX) Design, Usability, Adobe XD, Usability Testing, Generative AI, Figma (Design Software), AI literacy, Prototyping, User Interface (UI) Design, Persona Development

    4.2 stars, 124 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (124) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AI, Copilot, and Enterprise Implementation in Power Platform

    Skills you'll gain: Power Platform Architecture & Technical Design, Microsoft Power Platform, Application Lifecycle Management, Microsoft Copilot, AI Enablement, Solution Architecture, AI Product Strategy, AI Integrations, Enterprise Application Management, Release Management, Azure DevOps, Solution Delivery, Development Environment, Enterprise Architecture, System Implementation, Decision Intelligence, Azure DevOps Pipelines, AI Workflows, Automation, Data Modeling

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Cloud Practitioner Essentials

    Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Solutions, Public Cloud, Cloud Infrastructure, Cloud Platforms, Amazon Elastic Compute Cloud, Cloud Services, Cloud Computing Architecture, Serverless Computing, Cloud Deployment, Cloud Security, Cloud Storage, Security Controls, Databases, Database Systems, Virtual Networking, Data Storage, Network Architecture, Data Migration

    4.8 stars, 2.1K reviews, Beginner, Course, 3 - 6 Months

    ★ 4.8 (2.1K) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • A

    Adobe

    Generative AI in Adobe Creative Cloud

    Skills you'll gain: Photo Editing, Adobe Illustrator, Adobe Express, Adobe Photoshop, Typography, Responsible AI, AI powered creativity, Color Theory, Generative AI, Graphic and Visual Design, Graphic and Visual Design Software, Graphic Design, Adobe Creative Cloud, Photography, Visual Storytelling, Data Ethics, Adobe Firefly, Graphics Software, Branding, Storytelling

    4.7 stars, 1.5K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.5K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Hands-on Introduction to Linux Commands and Shell Scripting

    Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Unix Shell, Linux, File Systems, Unix Commands, Linux Servers, Scripting, Command-Line Interface, Linux Administration, Scripting Languages, Unix, File I/O, grep, Operating Systems, Package and Software Management, Network Protocols, Data Import/Export

    4.6 stars, 1.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Accounting Analytics: University of Pennsylvania
  • Programming Fundamentals: Duke University
  • Applied Calculus with Python: Johns Hopkins University
  • Using Basic Formulas and Functions in Microsoft Excel: Coursera
  • Model Thinking: University of Michigan
  • Market Research and Analysis: Pearson
  • Using Custom Fields in Looker Explores: Google Cloud
  • GenAI for UX Designers: Coursera
  • AI, Copilot, and Enterprise Implementation in Power Platform: Packt
  • AWS Cloud Practitioner Essentials: Amazon Web Services

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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