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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 Michigan

    GenAI in Business: Planning Framework for Implementation

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Generative AI Agents, Data Integration, Data Strategy, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Transformation, Business Strategy, Stakeholder Communications, Decision Making, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Navigating Disruptions and Emerging Technologies

    Skills you'll gain: Emerging Technologies, Forecasting, Critical Thinking, Augmented and Virtual Reality (AR/VR), Strategic Thinking, Technology Strategies, Strategic Leadership, AI Enablement, Business Transformation, Data-Driven Decision-Making, Systems Thinking, Innovation, Storytelling, Thought Leadership, Scenario Testing, Decision Making, Artificial Intelligence, Virtual Reality, Probability & Statistics

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Generative AI for Developers: Unit 1

    Skills you'll gain: Responsible AI, Application Development, Generative AI, Web Applications, Full-Stack Web Development, GitHub, Integrated Development Environments, Development Environment, Front-End Web Development, Back-End Web Development, Prompt Engineering, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • C

    California Institute of the Arts

    Making Money as a Freelancer

    Skills you'll gain: Financial Data, Financial Acumen, Budget Management, Financial Analysis, Financial Forecasting, Small Business Accounting, Accounting, Price Negotiation, Business Planning, Budgeting, Financial Planning, Financial Management, Forecasting, Balance Sheet, Expense Management, Financial Reporting, Revenue Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, Persona Development, Diversity and Inclusion, User Experience Design, Artificial Intelligence, Accountability, Ethical Standards And Conduct, User Centered Design, Design Strategies, Empathy & Emotional Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Key Performance Indicators (KPIs), System Monitoring, Performance Analysis, Data Visualization Software, Business Intelligence, Performance Metric, Continuous Monitoring, Budget Management, Cost Management, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Governance, Enterprise Modeling, Model Deployment, AI Workflows, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Machine Learning, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • I

    Icahn School of Medicine at Mount Sinai

    Network Analysis in Systems Biology

    Skills you'll gain: Bioinformatics, Unsupervised Learning, Biostatistics, Biology, Machine Learning Algorithms, Data Processing, Statistical Methods, Systems Engineering, Unix Commands, Linux Commands

    4.5
    Rating, 4.5 out of 5 stars
    ·
    204 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Learn SQL with Databricks

    Skills you'll gain: SQL, Data Management, Database Design, Databases, Apache Spark, Data Integrity, Data Architecture, Data Processing

    3.5
    Rating, 3.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google

    Google Digital Customer Engagement

    Skills you'll gain: Email Marketing, Social Media Marketing, Point of Sale, Brand Loyalty, Customer Retention, Social Media Management, Customer Relationship Management, Customer Engagement, Shipping and Receiving, Customer Analysis, E-Commerce, Digital Marketing, Content Creation, Personalized Service, Employee Surveys, Process Optimization, User Feedback, Business Marketing, Contextual Advertising

    5
    Rating, 5 out of 5 stars
    ·
    35 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • GenAI in Business: Planning Framework for Implementation: University of Michigan
  • Navigating Disruptions and Emerging Technologies: University of Illinois Urbana-Champaign
  • Generative AI for Developers: Unit 1: Pearson
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Making Money as a Freelancer: California Institute of the Arts
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • Deep Neural Network for Beginners Using Python: Packt
  • Visualize and Alert AI Performance KPIs: Coursera
  • Machine Learning in the Enterprise - Français: Google Cloud
  • Network Analysis in Systems Biology: Icahn School of Medicine at Mount Sinai

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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