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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 Illinois Urbana-Champaign

    Digital Learning Design & Instructional Tech Foundations

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Education Software and Technology, Instructional Design, Education and Training, Diversity and Inclusion, Learning Theory, Training and Development, Instructional Strategies, People Development, Educational Materials, Pedagogy, Curriculum Development, Systems Analysis, Job Analysis, Process Analysis, Adult Education, Emerging Technologies, Data Ethics, Change Management

    ★ 4.6 (3K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
  • J

    John Wiley & Sons

    Quantitative Tools for Risk and Decision Analysis

    Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Microsoft

    Team Effectiveness

    Skills you'll gain: Constructive Feedback, Customer Service, Service Level, Team Performance Management, Service Management, Team Oriented, Customer Support, Management Reporting, Customer experience improvement, Service Improvement, Team Building, Performance Reporting, Business Reporting, Team Management, Customer Success Management, Employee Onboarding, Peer Review, Drive Engagement, Data Analysis, Business Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    Sage Publications

    Research Methods and Statistics in Psychology

    Skills you'll gain: Surveys, Survey Creation, Qualitative Research, Research Design, Descriptive Statistics, Statistical Hypothesis Testing, Research, Correlation Analysis, Quantitative Research, Experimentation, Scientific Methods, Statistical Methods, Probability & Statistics, Science and Research, Data Analysis, Statistical Analysis, Statistics, Research Methodologies, Statistical Inference, Psychology

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
  • I

    IBM

    IBM z/OS Mainframe Practitioner

    Skills you'll gain: Job Control Language (JCL), Mainframe Computing, z/OS, Mainframe Technologies, Virtualization, Virtualization and Virtual Machines, Unix, IBM DB2, Data Maintenance, Data Management, Virtual Machines, Database Management Systems, Hardware Architecture, Unix Shell, Operating System Administration, Infrastructure Architecture, Computing Platforms, System Programming, Linux, Control Panels

    ★ 4.7 (1.4K) · Intermediate · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Job Evaluation, Data Analysis, Web Presence, Recruitment, Data Literacy, Events and Conferences, Data Architecture, AI literacy, Relationship Building

    ★ 4.7 (30) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California, Santa Cruz

    C for Everyone, Part 1: Programming Fundamentals

    Skills you'll gain: Programming Principles, Program Development, Computational Logic, Memory Management

    ★ 4.5 (6.8K) · Beginner · 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
  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

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

    Category: Free
    Free
  • C

    Coursera

    Ensure Compliance Practices

    Skills you'll gain: Email Marketing, Regulatory Compliance, Compliance Management, Email Automation, Governance Risk Management and Compliance, HubSpot CRM, Compliance Auditing, Law, Regulation, and Compliance, Campaign Management, Auditing, Risk Mitigation, Risk Control, Legal Risk, Direct Marketing, Regulation and Legal Compliance, Regulatory Requirements, Customer Data Management, Business Risk Management, Continuous Monitoring, Data Integrity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • 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 (2.6K) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free Trial
    Free Trial
    Category: Free
    Free
  • E

    EDUCBA

    Quantitative and Arbitrage Trading Techniques

    Skills you'll gain: Financial Trading, Securities Trading, Hedge Accounting, Financial Market, Risk Management, Investments, Derivatives, Risk Mitigation, Securities (Finance), Investment Management, Market Data, Market Opportunities, Quantitative Research, Equities, Finance, Financial Data, Mortgage Loans, Real Time Data, Course Development, Core Data (Software)

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular data mining courses

  • Digital Learning Design & Instructional Tech Foundations: University of Illinois Urbana-Champaign
  • Quantitative Tools for Risk and Decision Analysis: John Wiley & Sons
  • Team Effectiveness: Microsoft
  • Research Methods and Statistics in Psychology: Sage Publications
  • IBM z/OS Mainframe Practitioner: IBM
  • Interviewing for DS/AI Roles: University of California, Irvine
  • C for Everyone, Part 1: Programming Fundamentals: University of California, Santa Cruz
  • Market Research and Analysis: Pearson
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Ensure Compliance Practices: 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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