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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Writing and Editing: Revising

    Skills you'll gain: Writing and Editing, Editing, Constructive Feedback, Concision, Writing, Proofreading, Peer Review, Mental Concentration, Detail Oriented, Time Management, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    409 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Functions, Methods, and Interfaces in Go

    Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Convolutional Neural Networks, Digital Signal Processing, Model Training, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic Workflows, AI Workflows, Agentic systems, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Artificial Intelligence, AI Integrations, Large Language Modeling, Model Deployment, Responsible AI, Retrieval-Augmented Generation, Application Deployment, Collaboration, Data Integration, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Adobe

    Digital Marketing

    Skills you'll gain: Marketing Strategies, Promotional Strategies, Marketing Planning, Marketing Strategy and Techniques, Digital Marketing Campaigns, Digital Marketing, Adobe Express, Target Audience, Promotions and Campaigns, Conversion Funnel Analysis, Marketing Effectiveness, Product Promotion, Driving engagement, Lead Generation, Content Marketing, Marketing Automation, Customer Relationship Management, Advertising, Diversity Marketing, Target Market

    4.8
    Rating, 4.8 out of 5 stars
    ·
    339 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Building a Large-Scale, Automated Forecasting System

    Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Predictive Modeling, Statistical Modeling, Feature Engineering, Automation, Anomaly Detection, Data Processing, Data Transformation, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI Content with Make.com: Automate Instagram Reel Scripts

    Skills you'll gain: Workflow Management, Make.com, Document Management, AI powered creativity, Content Development and Management, Social Media Content, Instagram, ChatGPT, AI Workflows, Prompt Engineering, Content Creation, Social Media Marketing, Google Docs, Social Media, Social Media Management, Social Media Strategy, AI Integrations

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    EDUCBA

    IoT Enabled Farming

    Skills you'll gain: Internet Of Things, Advanced Analytics, Big Data, Data Management, Wireless Networks, Predictive Analytics, Applied Machine Learning, Analytics, Water Sustainability, Data-Driven Decision-Making, Sustainable Systems, Environmental Monitoring, Geospatial Information and Technology, Telecommunications, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    ·
    321 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Leading Sustainable Community Transformation

    Skills you'll gain: Systems Thinking, Stakeholder Management, Sustainable Systems, Cross-Functional Collaboration, Planning, Project Planning, Stakeholder Analysis, Sustainable Development, Strategic Leadership, Corporate Sustainability, Community Outreach, Social Impact, Team Leadership, Strategic Thinking, Relationship Building, Business Leadership, Team Building, Project Management, Communication Strategies, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    262 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Determining AI Needs

    Skills you'll gain: Model Evaluation, Model Training, AI Personalization, AI literacy, AI Integrations, AI Product Strategy, AI Security, Artificial Intelligence, Goal Setting, Decision Making, Usability Testing, Needs Assessment, Project Planning, Resource Planning, Resource Management

    4.1
    Rating, 4.1 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI: Unlock Foundational Concepts

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, Data Ethics, Large Language Modeling, Machine Learning, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    200 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Writing and Editing: Revising: University of Michigan
  • Functions, Methods, and Interfaces in Go: University of California, Irvine
  • Classify Radio Signals with PyTorch: Coursera
  • GenAI Foundations and AI Agents Development: Starweaver
  • Digital Marketing: Adobe
  • Building a Large-Scale, Automated Forecasting System: SAS
  • AI Content with Make.com: Automate Instagram Reel Scripts: Coursera
  • IoT Enabled Farming: EDUCBA
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Leading Sustainable Community Transformation: University of Colorado Boulder

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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