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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
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    Duke University

    Pointers, Arrays, and Recursion

    Skills you'll gain: C (Programming Language), Data Structures, C and C++, Programming Principles, Program Development, Algorithms, Memory Management, Computer Programming, Data Access

    4.3
    Rating, 4.3 out of 5 stars
    ·
    350 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    U

    University of Illinois Urbana-Champaign

    Digital Marketing: Audience, Campaigns, and Metrics

    Skills you'll gain: Marketing Analytics, Strategic Marketing, Digital Marketing Campaigns, Web Analytics and SEO, MarTech, Social Media Campaigns, Web Content, Cross-Channel Marketing, Social Media Marketing, Search Engine Optimization, Marketing Automation, Marketing Channel, AI Personalization, Marketing, Media and Communications, Content Management Systems, Content Performance Analysis, Integrated Marketing Communications, Media Planning, Key Performance Indicators (KPIs)

    4.6
    Rating, 4.6 out of 5 stars
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    8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    C

    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Technical Analysis and Trading Strategies

    Skills you'll gain: Technical Analysis, Data Visualization Software, Chart.js, Financial Trading, Market Trend, Securities Trading, Market Data, Derivatives, Market Analysis, Analysis, Technical Support, Build Tools, Market Opportunities, Go To Market Strategy, Planning, Marketing Strategy and Techniques, Technical Support and Services, UI/UX Strategy, Decision Making, Psychology

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    DeepLearning.AI

    Réseaux neuronaux et Deep Learning

    Skills you'll gain: Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Convolutional Neural Networks, Model Training, Artificial Intelligence, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, NumPy, Classification Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    EDUCBA

    Forex Platform Training for Beginners

    Skills you'll gain: Technical Analysis, Market Trend, Market Data, Financial Trading, Risk Control, Risk Management, Order Entry, Securities Trading, Order Management, Market Analysis, Plan Execution, Workflow Management, Trend Analysis, Technical Support, Analysis, Profit and Loss (P&L) Management, Risk Analysis, Planning, Technical Management, Environment

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Tensorflow, Machine Learning Methods, Regression Analysis, Model Training, Scripting Languages, Computer Programming

    Beginner · Course · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Critical Path and Schedule Management

    Skills you'll gain: Project Schedules, Scheduling, Project Controls, Project Planning, Timelines, Project Performance, Project Management, Project Estimation, Performance Metric, Performance Analysis, Performance Measurement, Resource Allocation, Performance Management, Network Model, Dependency Analysis, Estimation, Risk Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI Foundations for Business Professionals

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Prompt Patterns, Agentic Workflows, Responsible AI, Generative Model Architectures, Multimodal Prompts, AI Enablement, Artificial Neural Networks, Data Ethics, Governance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Business Ethics, Risk Management, Machine Learning, Project Management

    4.8
    Rating, 4.8 out of 5 stars
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    459 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Spreadsheets for Beginners using Google Sheets

    Skills you'll gain: Spreadsheet Software, Google Sheets, Microsoft Excel, Data Visualization, Excel Formulas, Data Entry, Data Analysis, Financial Modeling, Expense Management

    4.7
    Rating, 4.7 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    C

    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Literacy, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Risk Management and Financial Analysis

    Skills you'll gain: Risk Modeling, Risk Analysis, Strategic Decision-Making, Strategic Thinking, Operational Risk, Credit Risk, Financial Modeling, Risk Management, Portfolio Risk, Corporate Strategy, Financial Analysis, Analysis, Finance, Business, Decision Making, Banking, Statistics, Probability, Environment, Design

    Beginner · Specialization · 3 - 6 Months

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

  • Pointers, Arrays, and Recursion: Duke University
  • Digital Marketing: Audience, Campaigns, and Metrics: University of Illinois Urbana-Champaign
  • Machine Learning in Retail: Coursera
  • Technical Analysis and Trading Strategies: EDUCBA
  • Réseaux neuronaux et Deep Learning: DeepLearning.AI
  • Forex Platform Training for Beginners: EDUCBA
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Critical Path and Schedule Management: EDUCBA
  • AI Foundations for Business Professionals: Saïd Business School, University of Oxford
  • Spreadsheets for Beginners using Google Sheets: 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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