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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

    Positive Psychology: Martin E. P. Seligman’s Visionary Science

    Skills you'll gain: Optimism, Personal Development, Resilience, Positive Behavior Support, Psychology, School Psychology, Working With Children, Education and Training, Research, Human Development, Creativity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    6.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Foundations of Open Generative AI Engineering

    Skills you'll gain: Generative Model Architectures, Large Language Modeling, Generative AI, Open Source Technology, Image Analysis, Model Evaluation, Model Deployment, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Generative AI for HR Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Generative AI Agents, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Amazon Bedrock - Getting Started with Generative AI

    Skills you'll gain: Amazon Bedrock, Generative AI, AI Enablement, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    200 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Sales Operations, Customer Relationship Management, B2B Sales, Data Management, Customer Data Management, Databases, Business-To-Consumer

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google

    Satisfaction Guaranteed: Develop Customer Loyalty Online

    Skills you'll gain: Client Services, Loyalty Programs, Customer Retention, E-Commerce, Brand Loyalty, Customer Relationship Management, Customer Engagement, Digital Marketing, Product Improvement, Web Analytics and SEO, Marketing Analytics, Performance Analysis, Customer Insights, Portfolio Management, Presentations, Generative AI Agents, Key Performance Indicators (KPIs), Business Metrics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Sorting Algorithms, Complexity Analysis, and Optimization

    Skills you'll gain: Algorithms, Data Structures, Pseudocode, Computer Programming, Computational Thinking, Mathematical Theory & Analysis, Analysis, Analytical Skills

    Intermediate · Course · 1 - 3 Months

  • U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    AI in Supply Chain Forecasting and Risk Management

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Inventory Management System, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Supplier Management, Risk Mitigation, Transportation, Supply Chain, and Logistics, Automation, Risk Management, Operational Efficiency

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Competencias digitales. Herramientas de ofimática (Microsoft Word, Excel, Power Point)

    Skills you'll gain: Microsoft PowerPoint, Microsoft Word, Microsoft Excel, Microsoft Office, Spreadsheet Software, digital literacy, Data Entry, Computer Literacy, Information Technology, Document Management, Graphical Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6.6K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Collaborate and Communicate for Project Excellence

    Skills you'll gain: Meeting Facilitation, Performance Metric, Collaborative Software, Team Building, Project Management Software, Project Coordination, Internal Communications, Performance Measurement, Performance Analysis, Data Visualization, Communication Strategies, Consultative Approaches, Stakeholder Communications, Process Development, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Communication, User Feedback, Business Communication, Organizational Change

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Naive Bayes 101: Resume Selection with Machine Learning

    Skills you'll gain: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Positive Psychology: Martin E. P. Seligman’s Visionary Science: University of Pennsylvania
  • Foundations of Open Generative AI Engineering: Coursera
  • Generative AI for HR Professionals: Fractal Analytics
  • Amazon Bedrock - Getting Started with Generative AI: Amazon Web Services
  • Sales and CRM Overview: Salesforce
  • Satisfaction Guaranteed: Develop Customer Loyalty Online: Google
  • Sorting Algorithms, Complexity Analysis, and Optimization: Packt
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • AI in Supply Chain Forecasting and Risk Management: Coursera
  • Competencias digitales. Herramientas de ofimática (Microsoft Word, Excel, Power Point): Universitat Autònoma de Barcelona

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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