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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
    P

    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, AI Personalization, Data Manipulation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Machine Learning Methods, Data Wrangling, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Data Processing, Autoencoders, Data Cleansing, Dimensionality Reduction, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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

    Microsoft

    Microsoft Customer Journey Mapping 

    Skills you'll gain: Customer Insights, Customer Analysis, AI Personalization, Data Storytelling, Conversion Funnel Analysis, Campaign Management, Customer Data Management, Data-Driven Marketing, Marketing Analytics, Data Presentation, Power BI, Customer Relationship Management (CRM) Software, Upselling, Customer Relationship Management, Personalized Campaigns, Cross-Channel Marketing, Performance Reporting, Key Performance Indicators (KPIs), Campaign Planning, Email Marketing

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    S

    STARWEAVER

    Cybersecurity Implementation Essentials

    Intermediate · Course · 1 - 4 Weeks

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

    Sage Publications

    The Sage Handbook of Social Media Marketing

    Skills you'll gain: Social Media Strategy, Consumer Behaviour, Social Media Marketing, Digital Media Strategy, Social Media, Global Marketing, Paid media, Social Media Management, Social Media Analytics, Big Data, Social Media Campaigns, Social Media Content, Service Recovery, Marketing, Social Network Analysis, Marketing Communications, Market Research, Business-To-Consumer, Marketing Management, Digital Marketing

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure SQL

    Skills you'll gain: Database Administration, Database Theory, Microsoft Azure, Databases, Database Software, Relational Databases, MySQL, SQL, Database Management Systems, Database Management, NoSQL, Query Languages, PostgreSQL, Data Security, Data Management, Cloud Deployment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    275 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies

    Skills you'll gain: Cloud Computing Architecture, Wireless Networks, Cloud Computing, Cloud Services, Internet Of Things, Cloud Platforms, Cloud Hosting, Local Area Networks, Emerging Technologies, Computing Platforms, Network Architecture, Telecommunications, Amazon Web Services, Cloud-Based Integration, General Networking, Infrastructure As A Service (IaaS), Software As A Service, Hardware Architecture, Network Infrastructure, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Job Skills
    Job Skills
    I

    IBM

    IBM Digital Marketing and Growth Hacking with GenAI

    Skills you'll gain: Responsible AI, Generative Engine Optimization (GEO), Social Media Management, Social Media, Social Media Content, Social Media Marketing, Google Ads, Digital Marketing, Email Marketing, Social Media Strategy, Digital Advertising, Content Scheduling, Web Analytics and SEO, Online Advertising, Social Media Campaigns, Digital Media Strategy, Customer Retention, Search Engine Optimization, Content Performance Analysis, Generative AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    231 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Project Planning and Scheduling Training

    Skills you'll gain: Earned Value Management, Project Management Life Cycle, Project Controls, Project Portfolio Management, Project Schedules, Resource Allocation, Project Management Office (PMO), Work Breakdown Structure, Operational Excellence, Scheduling, Workflow Management, Data Visualization, Project Management, Project Planning, Planning, Cost Management, Administration, Operations, Construction, Analytics

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    AB-900: Copilot & Agent Administration Fundamentals

    Skills you'll gain: Microsoft 365, Zero Trust Network Access, Microsoft Copilot, Endpoint Detection and Response, Authorization (Computing), Security Strategy, Threat Detection, Threat Management, Identity and Access Management, Cloud Management, Endpoint Security, Security Controls, Role-Based Access Control (RBAC), Agentic Workflows, Data Loss Prevention, Security Management, AWS Identity and Access Management (IAM), Authentications, Multi-Tenant Cloud Environments, Cost Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    M

    Microsoft

    Purpose Strategy and Vision

    Skills you'll gain: Responsible AI, Strategic Leadership, Organizational Strategy, Plan Execution, Culture Transformation, Organizational Effectiveness, Business Leadership, Microsoft Copilot, Organizational Leadership, Organizational Development, Leadership, Strategic Planning, Strategic Thinking, Thought Leadership, Leadership Development, Performance Management, Change Management, Microsoft Teams, Power BI, Prompt Engineering

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Blender 5 Project Based Bootcamp: 40+ Mini Projects

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Visualization (Computer Graphics), Animation and Game Design, Computer Graphics, Simulation and Simulation Software, Computer Graphic Techniques, Simulations, Virtual Environment, Physics

    Intermediate · Course · 3 - 6 Months

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

  • Recommender Systems: Packt
  • Microsoft Customer Journey Mapping : Microsoft
  • Cybersecurity Implementation Essentials: STARWEAVER
  • The Sage Handbook of Social Media Marketing: Sage Publications
  • Microsoft Azure SQL: Microsoft
  • IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies: Yonsei University
  • IBM Digital Marketing and Growth Hacking with GenAI: IBM
  • Engineering Probability and Statistics Part 1: Northeastern University
  • Project Planning and Scheduling Training: EDUCBA
  • AB-900: Copilot & Agent Administration Fundamentals: Packt

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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