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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


  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    W

    Whizlabs

    Prompt Engineering Generative AI & LLM Models Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, Model Evaluation, Data Cleansing, Transfer Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

    Edureka

    Salesforce Agentforce: Multi-Agent Systems & Exam Prep

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Workflows, AI Orchestration, Salesforce, Agentic Workflows, Generative AI Agents, AI Enablement, Agentic systems, Responsible AI, Artificial Intelligence, Workflow Management, AI Security, Performance Testing, Data Governance, Enterprise Architecture, Business Logic, Customer Relationship Management (CRM) Software, Model Evaluation, Application Lifecycle Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Security, Maintenance & Integration with BI Tools

    Skills you'll gain: Data Integrity, Data Integration, Power BI, Data Maintenance, Database Management, Microsoft SQL Servers, Relational Databases, Databases, Application Programming Interface (API), Dashboard, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC), Auditing, Real Time Data, Data Encryption Standard

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build and Implement JavaScript ToDo Applications

    Skills you'll gain: Vue.JS, JavaScript Frameworks, Web Development Tools, Front-End Web Development, Javascript, UI Components, Data Structures, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 3 Months

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

    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Cloud Computing Architecture, Cloud Management, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Bookkeeping: Verify Financial Accuracy

    Skills you'll gain: Bookkeeping, Reconciliation, Ledgers (Accounting), Balance Sheet, Accounting Records, Financial Controls, Auditing, Accounting, Accounting Systems, Variance Analysis, General Ledger, Financial Auditing, Financial Statements, General Accounting, Financial Analysis, Investigation, Verification And Validation, Internal Controls, Financial Reporting, Journals

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    STAR-CCM+: Fluid Flow & Thermal Simulation

    Skills you'll gain: Engineering Calculations, Applied Mathematics, Simulation and Simulation Software, Engineering, 3D Modeling, Thermal Management, Process Analysis, Scientific Visualization, Geometry, Star Schema, Environment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Copywriting with ChatGPT: Produce Compelling Copy That Sells

    Skills you'll gain: Copywriting, User Research, Target Audience, Prompt Engineering, ChatGPT, Writing and Editing, Marketing Materials, Product Knowledge, Value Propositions, Marketing Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

    Edureka

    Agentic AI Engineering

    Skills you'll gain: LangChain, LangGraph, AI Workflows, LLM Application, AI Orchestration, Agentic Workflows, Generative AI Agents, Tool Calling, Data Transformation, Retrieval-Augmented Generation, Generative AI, Gemini, Artificial Intelligence, Prompt Engineering, Google Gemini, Large Language Modeling, Agentic systems, Data Preprocessing, Model Context Protocol, Responsible AI

    Intermediate · Specialization · 3 - 6 Months

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

    EDUCBA

    Apply SQL Server Fundamentals for Relational Databases

    Skills you'll gain: Microsoft SQL Servers, Relational Databases, Database Design, SQL, Database Systems, Database Management, Query Languages, Databases, Database Architecture and Administration, Data Integrity, Servers, System Configuration, Software Installation, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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

  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Prompt Engineering Generative AI & LLM Models Fundamentals: Whizlabs
  • Salesforce Agentforce: Multi-Agent Systems & Exam Prep: Edureka
  • Security, Maintenance & Integration with BI Tools: Microsoft
  • Build and Implement JavaScript ToDo Applications: EDUCBA
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • Deploy and Optimize Cloud AI Architectures: Coursera
  • Bookkeeping: Verify Financial Accuracy: Coursera
  • STAR-CCM+: Fluid Flow & Thermal Simulation: Coursera
  • Copywriting with ChatGPT: Produce Compelling Copy That Sells: 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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