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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

    University of Michigan

    Practicing Collaborative, Continuous Improvement

    Skills you'll gain: Continuous Improvement Process, Education and Training, Process Improvement, Program Evaluation, Community Development, Systems Thinking, Collaboration, Professional Development, Diversity Equity and Inclusion Initiatives, Design, Research, Data Collection

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Hadoop and Spark Fundamentals: Unit 1

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Linux Commands, File Systems, Data Management, Command-Line Interface, Data Processing, Software Installation, Distributed Computing, System Configuration

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Boost Staff Morale: Analyze and Create Engagement

    Skills you'll gain: Employee Engagement, Driving engagement, Project Design, Key Performance Indicators (KPIs), Employee Relations, Program Management, Change Management

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Interests of the average Facebook User

    Skills you'll gain: Target Audience, Facebook, Social Media, Persona Development, Social Media Marketing, Social Media Strategy, Customer Insights, Presentations, Web Analytics, Marketing Budgets

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Ultimate Argo Bootcamp – 6 DevOps Projects Included

    Skills you'll gain: Kubernetes, CI/CD, Devops Tools, DevOps, Prometheus (Software), Continuous Deployment, Development Environment, Application Deployment, Continuous Delivery, Continuous Integration, Nginx, Docker (Software), YAML, Git (Version Control System), Grafana, Containerization, Load Balancing, Configuration Management

    Intermediate · Course · 1 - 3 Months

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

    EDUCBA

    Apply C++ Programming Fundamentals for Beginners

    Skills you'll gain: Programming Principles, Computational Thinking, Development Environment, C++ (Programming Language), C and C++, Computer Programming, Integrated Development Environments, Debugging, Computer Science

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Audience Demographics with Facebook Audience Insights

    Skills you'll gain: Content Performance Analysis, Target Audience, Facebook, Driving engagement, Social Media Marketing, Customer Insights, Social Media, Social Media Management, Advertising, Marketing, Content Marketing, Performance Analysis, Content Creation, Digital Marketing, Performance Metric

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    G

    Google Cloud

    Google Cloud Customer Care Fundamentals

    Skills you'll gain: Product Support, Google Cloud Platform, End User Training and Support, Technical Support, Cloud Services, Identity and Access Management, Service Level, Technical Communication, Issue Tracking, Data Cleansing, Incident Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Uma Perspectiva Prática da Transformação Digital

    Skills you'll gain: Digital Transformation, Business Transformation, Data Strategy, Innovation, Organizational Strategy, Organizational Change, Cross-Channel Marketing, Customer experience strategy (CX), Business Process, Business Priorities, Customer Engagement, Strategic Partnership, Consumer Behaviour, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Marketing Digital con Easil

    Skills you'll gain: Social Media Marketing, Social Media, Facebook, Social Media Content, Online Advertising, Marketing, Digital Advertising, Graphic Design, Content Creation, Team Oriented, Digital Marketing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Utilizing Engaging Assessment with Boom Learning

    Skills you'll gain: Education Software and Technology, Digital pedagogy

    4.3
    Rating, 4.3 out of 5 stars
    ·
    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Rust Programming and Real-World Applications

    Skills you'll gain: Web Development, Web Servers, Restful API, System Programming, Debugging

    Intermediate · Course · 3 - 6 Months

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

  • Practicing Collaborative, Continuous Improvement: University of Michigan
  • Hadoop and Spark Fundamentals: Unit 1: Pearson
  • Boost Staff Morale: Analyze and Create Engagement: Coursera
  • Interests of the average Facebook User: Coursera
  • Ultimate Argo Bootcamp – 6 DevOps Projects Included: Packt
  • Apply C++ Programming Fundamentals for Beginners: EDUCBA
  • Audience Demographics with Facebook Audience Insights : Coursera
  • Google Cloud Customer Care Fundamentals: Google Cloud
  • Uma Perspectiva Prática da Transformação Digital: Fundação Instituto de Administração
  • Marketing Digital con Easil: 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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