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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 Colorado System

    Introduction to C++ Programming and Unreal

    Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), C and C++, C++ (Programming Language), Debugging, Computer Programming, Program Development, Video Game Development, 3D Assets, Software Documentation, Code Reusability, Application Development, Data Storage, Scripting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    180 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Oral Communication for Engineering Leaders

    Skills you'll gain: Oral Expression, Presentations, Technical Communication, Verbal Communication Skills, Public Speaking, Infographics, Interactive Data Visualization, Persuasive Communication, Communication Strategies, Communication, Verbal Strategic Communication, Non-Verbal Communication, Graphic and Visual Design, Stress Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    269 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Evaluating and Debugging Generative AI

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, LLM Application, Jupyter, AI Workflows, Model Training, Software Versioning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Everyday Excel, Part 3 (Projects)

    Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Analysis, Data Integrity, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    297 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Financial Analysis and Valuation

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Valuation, Financial Analysis, Financial Reporting, Financial Forecasting, Financial Accounting, Accounting, Financial Acumen, Balance Sheet, Financial Data, Forecasting, Income Statement, Analysis, Critical Thinking, Financial Modeling, Analytical Skills, Cash Flow Forecasting, General Accounting, Generally Accepted Accounting Principles (GAAP)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    192 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Cinematic Storytelling Simplified: Mastering Lumen5 AI

    Skills you'll gain: Video Production, Storytelling, Visual Storytelling, Video Editing, Content Creation, AI powered creativity, Editing

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Project Finance & Excel: Build Financial Models from Scratch

    Skills you'll gain: Timelines, Return On Investment, Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Financial Forecasting, Milestones (Project Management), Capital Expenditure, Profit and Loss (P&L) Management, Operating Cost, Income Statement, Cash Flow Forecasting, Microsoft Excel, Operational Analysis, Cash Flows, Excel Formulas, Revenue Forecasting

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Navigating Generative AI for Leaders

    Skills you'll gain: Responsible AI, AI Product Strategy, Generative AI, Strategic Thinking, AI Enablement, Data Ethics, Business Strategies, Large Language Modeling, Business Strategy, Regulation and Legal Compliance, Regulatory Compliance, Legal Risk, Compliance Management, AI literacy, Organizational Change, Customer experience strategy (CX), Customer experience improvement, Business Leadership, Business Transformation, Stakeholder Communications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    265 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Leading Diverse Teams & Organizations

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Training, Growth Mindedness, Diversity Awareness, Team Leadership, Organizational Leadership, Diversity Programs, Leadership, Social Justice, Personal Development, Cultural Diversity, Self-Awareness, Organizational Change, Organizational Structure

    4.7
    Rating, 4.7 out of 5 stars
    ·
    474 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Experimentation, Computer Vision, Data Visualization, Deep Learning, Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    GIS, Mapping, and Spatial Analysis Capstone

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, ArcGIS, Geospatial Information and Technology, GIS Software, Data Manipulation, Data Visualization, Data Compilation, Interactive Data Visualization, Data Processing, Data Wrangling, Data Mapping, Data Storytelling, Metadata Management, Data Integration, Graphic and Visual Design, Design Elements And Principles

    4.9
    Rating, 4.9 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to C++ Programming and Unreal: University of Colorado System
  • Oral Communication for Engineering Leaders: Rice University
  • Evaluating and Debugging Generative AI: DeepLearning.AI
  • Everyday Excel, Part 3 (Projects): University of Colorado Boulder
  • Financial Analysis and Valuation: University of Illinois Urbana-Champaign
  • Cinematic Storytelling Simplified: Mastering Lumen5 AI: Coursera
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Project Finance & Excel: Build Financial Models from Scratch: Packt
  • Navigating Generative AI for Leaders: Coursera
  • Leading Diverse Teams & Organizations: University of Michigan

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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