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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

    Job Shop Scheduling Using MILP Optimization on RStudio

    Skills you'll gain: R Programming, Model Optimization, R (Software), Analysis, Mathematical Software, Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Simulation of Call Centre Operations Using R Simmer

    Skills you'll gain: Simulations, Data Analysis, Process Analysis, Plot (Graphics), Statistical Methods, R Programming, Statistical Analysis, R (Software), Data Visualization, Process Modeling

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Demand Analytics

    Skills you'll gain: Demand Planning, Customer Demand Planning, Regression Analysis, Data Collection, Supply Chain Planning, Statistical Analysis, Forecasting, Statistical Modeling, Marketing Analytics, Feature Engineering, Predictive Analytics, Trend Analysis, Predictive Modeling, Time Series Analysis and Forecasting, Data Preprocessing, Exploratory Data Analysis, Scatter Plots, Model Evaluation, Data Visualization, Data Visualization Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    304 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    New York Institute of Finance

    Market Risk Management: Frameworks & Strategies

    Skills you'll gain: Portfolio Risk, Risk Management, Risk Modeling, Financial Market, Derivatives, Risk Management Framework, Investment Management, Portfolio Management, Risk Analysis, Market Data, Equities, Asset Management, Capital Markets, Estimation, Financial Modeling, Statistical Modeling, Probability Distribution, Statistical Analysis, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Unilever

    Customer Understanding and Digital Marketing Channels

    Skills you'll gain: Customer Insights, Digital Marketing, Digital Advertising, Marketing Strategies, Customer experience strategy (CX), Strategic Marketing, Marketing Planning, Digital Analysis, Digital Marketing Campaigns, Content Marketing, Data-Driven Marketing, Journey Mapping, Target Audience, Customer Engagement, Persona Development, Personalized Service, Marketing Analytics, Brand Marketing, Smart Goals, Promotional Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    256 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Irvine

    데이터 스토리텔링

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Literacy, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Storytelling, Data Ethics, Data Analysis, Advanced Analytics, Data Integrity

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Cybersecurity and the Internet of Things

    Skills you'll gain: Internet Of Things, Cybersecurity, Cyber Security Strategy, Information Systems Security, Cyber Engineering, Cyber Security Policies, Cyber Attacks, Security Awareness, Information Privacy, Data Security, Emerging Technologies, Enterprise Security

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Generative Adversarial Networks (GANs), AI literacy, AI Integrations, Machine Learning Methods, Strategic Decision-Making, Autoencoders, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Business English: Finance and Economics

    Skills you'll gain: Purchasing, Negotiation, Business Communication, Business Correspondence, English Language, Data Storytelling, Business Writing, Budgeting, Communication Strategies, Oral Expression, Financial Forecasting, Financial Data, Communication, Forecasting, Verbal Communication Skills, Influencing, Business Ethics, Presentations, Finance, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    623 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Finanzas para profesionales no financieros

    Skills you'll gain: Financial Statement Analysis, Cash Management, Financial Statements, Financial Analysis, Budgeting, Budget Management, Financial Acumen, Financial Forecasting, Cash Flows, Working Capital, Forecasting, Cash Flow Forecasting, Financial Accounting, Financial Data, Financial Reporting, Finance, Financial Management, Accounting, Corporate Finance, Business Metrics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    713 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Building AI Agents with LLMs, RAG, and Knowledge Graphs

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Estrategia de marketing

    Skills you'll gain: Marketing Planning, Surveys, Consumer Behaviour, Survey Creation, Product Management, Market Research, Marketing Strategies, Product Lifecycle Management, Strategic Marketing, Marketing Strategy and Techniques, Marketing Effectiveness, Data Analysis, Marketing Communications, Marketing, Data Collection, Market Analysis, Target Market, Value Propositions, Product Marketing, Market Data

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Job Shop Scheduling Using MILP Optimization on RStudio: Coursera
  • Simulation of Call Centre Operations Using R Simmer: Coursera
  • Demand Analytics: Rutgers the State University of New Jersey
  • Market Risk Management: Frameworks & Strategies: New York Institute of Finance
  • Customer Understanding and Digital Marketing Channels: Unilever
  • 데이터 스토리텔링: University of California, Irvine
  • Cybersecurity and the Internet of Things: Kennesaw State University
  • GenAI and Model Selection: Coursera
  • Business English: Finance and Economics: Arizona State University
  • Finanzas para profesionales no financieros: University of California, Irvine

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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