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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


  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Principios y Regulaciones de Seguridad de la Información

    Skills you'll gain: Cryptography, Security Requirements Analysis, Human Factors (Security), Encryption, Data Security, Security Management, Personally Identifiable Information, Threat Management, ISO/IEC 27001, Cyber Security Policies, Information Assurance, Cyber Attacks, General Data Protection Regulation (GDPR), Cybersecurity, Cryptographic Protocols, Information Privacy, Security Awareness, Security Strategy, Security Controls, Cyber Risk

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    388 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Requirements Gathering in Business Analysis

    Skills you'll gain: User Story, Business Requirements, Requirements Analysis, Requirements Elicitation, Business Analysis, User Requirements Documents, Gap Analysis, Requirements Management, Business Systems Analysis, Project Documentation, Functional Specification, Diagram Design, Needs Assessment, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    106 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Probability Theory and Regression for Predictive Analytics

    Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistics, Bayesian Statistics, Statistical Software, Statistical Inference, Applied Mathematics, Python Programming, Machine Learning, Algorithms

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    6 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Engagement & Nurture Marketing Strategies

    Skills you'll gain: Blogs, Social Media Marketing, Marketing Strategies, Social Media Strategy, Social Media, Social Media Content, Content Marketing, Social Media Analytics, Marketing Effectiveness, Digital Media Strategy, Marketing Design, Target Market, Drive Engagement, Customer Engagement, Content Creation, Multimedia, Writing

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    1.2K reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Measures of Variability

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Exploratory Data Analysis, Graphing, Variance Analysis, Statistical Visualization, Data Literacy, Statistical Analysis, Statistical Methods, Statistics, Data Analysis, Analytical Skills, Research

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Sales and Marketing, with Goldman Sachs 10,000 Women

    Skills you'll gain: Marketing Strategies, Strategic Marketing, Digital Marketing Tools, Target Market, Sales Strategy, Marketing Planning, Marketing, Marketing Effectiveness, Target Audience, Business Marketing, Sales Process, Sales, Marketing Strategy and Techniques, Marketing Analytics, Sales Development, Brand Strategy, Brand Marketing, Digital Marketing, Branding, Market Research

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    1.4K reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • P

    Packt

    Microsoft Fabric: Fundamentals and Power BI Workflow

    Skills you'll gain: Data Analysis Expressions (DAX), Real Time Data, Dataflow, Business Intelligence, Data Access, Capacity Management, Data Management, Query Languages, Data Storage

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SAS

    Statistics You Need to Know for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Excel 365 Fundamentals – Getting Started and Core Skills

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Collaborative Software, Presentations, Data Visualization, Microsoft Teams, Organizational Skills, Data Management, Data Sharing

    Beginner Ā· Course Ā· 3 - 6 Months

  • G

    Google Cloud

    Introduction to SQL for BigQuery and Cloud SQL

    Skills you'll gain: SQL, Google Cloud Platform, Database Development, Database Management, Data Import/Export, Query Languages, Big Data, Data Warehousing

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    120 reviews

    Beginner Ā· Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Foundations of No-Code AI for Real-World Applications

    Skills you'll gain: Data Ethics, No-Code Development, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Data Cleansing, Data Preprocessing, Artificial Intelligence, Data Quality, AI literacy, Human Computer Interaction, Business Solutions, Machine Learning, Data Wrangling, Business Metrics, Data Storytelling, Generative AI, Business Analytics, Data Validation, Dashboard, Automation

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Business English: Marketing and Sales

    Skills you'll gain: Sales Presentations, Brainstorming, Ideation, Selling Techniques, Marketing Communications, Business Correspondence, Advertising, Promotional Strategies, Discussion Facilitation, Presentations, Consultative Selling, Persuasive Communication, Business Writing, Product Promotion, Influencing, Concision, Data Visualization, Vocabulary

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    695 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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

  • Principios y Regulaciones de Seguridad de la Información:Ā Universidad de los Andes
  • Requirements Gathering in Business Analysis:Ā Microsoft
  • Probability Theory and Regression for Predictive Analytics:Ā University of Pittsburgh
  • Engagement & Nurture Marketing Strategies:Ā Northwestern University
  • Measures of Variability:Ā American Psychological Association
  • Fundamentals of Sales and Marketing, with Goldman Sachs 10,000 Women:Ā Goldman Sachs
  • Microsoft Fabric: Fundamentals and Power BI Workflow:Ā Packt
  • Statistics You Need to Know for Machine Learning:Ā SAS
  • Excel 365 Fundamentals – Getting Started and Core Skills:Ā Packt
  • Introduction to SQL for BigQuery and Cloud SQL:Ā Google Cloud

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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