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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: New
    New
    Status: Free Trial
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    Coursera

    Financial Forecasts: Learn from Errors

    Skills you'll gain: Financial Forecasting, Forecasting, Procedure Development, Model Evaluation, Financial Modeling, Continuous Improvement Process, Quality Improvement, Project Documentation, Process Improvement and Optimization, Root Cause Analysis, Knowledge Transfer, Analysis, Data Validation, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apply Flutter Fundamentals to Build Interactive Apps

    Skills you'll gain: Responsive Web Design, Human Computer Interaction, Interaction Design

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Building AI Intensive Python Applications

    Skills you'll gain: Large Language Modeling, Vector Databases, Embeddings, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, AI Security, Application Design, Prompt Engineering, Python Programming, Model Evaluation, Data Modeling, Artificial Intelligence, Metadata Management, MongoDB

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Cisco Learning and Certifications

    Cybersecurity Operations Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Intelligence, Cyber Threat Hunting, Key Management, Data Security, Threat Modeling, Computer Security Incident Management, File Systems, Endpoint Security, Cryptography, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Linux, Malware Protection, Operating System Administration, Vulnerability Assessments, Threat Detection, Cybersecurity, Workflow Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of California, Santa Cruz

    Bayesian Statistics: Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, R Programming, Statistical Analysis, Statistical Modeling, Regression Analysis, Statistical Inference, Probability Distribution

    4.2
    Rating, 4.2 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Databricks to Local LLMs

    Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, Data Pipelines, Hugging Face, Large Language Modeling, Responsible AI, Analytics, Data Analysis, Data Processing, Data Science, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    Customer Service with AI

    Skills you'll gain: AI Personalization, AI Product Strategy, Customer Service, Customer Insights, Customer Analysis, AI Enablement, Customer Data Management, Customer experience strategy (CX), Customer and Client Support, Data Ethics, Customer Relationship Building, Customer Engagement, Customer Retention, Artificial Intelligence and Machine Learning (AI/ML), Customer Success Management, Generative AI Agents, Generative AI, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Google

    Loops and Strings

    Skills you'll gain: Data Structures

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Programming

    Skills you'll gain: Computational Thinking, Programming Principles, Web Development, Database Management, Object Oriented Programming (OOP), Information Technology, Databases, Information Systems, Computer Programming, Algorithms, SQL, Hypertext Markup Language (HTML), Data Structures, Cascading Style Sheets (CSS), Javascript

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    90 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Copilot in Microsoft 365 for Beginners

    Skills you'll gain: Microsoft Copilot, Microsoft Office, Microsoft Teams, Email Automation, Excel Formulas, Pivot Tables And Charts, Data Analysis Software, File Management, Business Communication

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Connect Tools Easily

    Skills you'll gain: Workflow Management, Project Management Software, Productivity Software, Business Workflow Analysis, Data Integration, Systems Integration, Cloud-Based Integration, Process Improvement, Process Optimization, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

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

  • Financial Forecasts: Learn from Errors: Coursera
  • Apply Flutter Fundamentals to Build Interactive Apps: EDUCBA
  • Building AI Intensive Python Applications: Packt
  • Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
  • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
  • Databricks to Local LLMs: Duke University
  • Customer Service with AI: AI CERTs
  • Loops and Strings: Google
  • IT Fundamentals for Business Profiles: Programming: Universitat Politècnica de València
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM

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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