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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


  • C

    Coursera

    Unlock GA4 Insights

    Skills you'll gain: Google Analytics, Marketing Analytics, Marketing Budgets, Marketing Effectiveness, Web Analytics, Data-Driven Decision-Making, Return On Investment, Analytics, Performance marketing, Campaign Management, Financial Analysis, Event Monitoring, Data Analysis, Performance Analysis, Budget Management, Decision Making, Report Writing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Tools for Seller

    Skills you'll gain: Responsible AI, Sales Enablement, Sales Training, Sales, Decision Support Systems, B2B Sales, AI Enablement, Sales Support, Artificial Intelligence, Data-Driven Decision-Making, Real Time Data, Customer Insights, Accountability, Customer Engagement, Customer and Client Support, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 4

    Skills you'll gain: Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Exploratory Data Analysis, Machine Learning, Classification Algorithms, Random Forest Algorithm, Statistical Visualization, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    TradeStation EasyLanguage for Algorithmic Trading

    Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Machine Learning Methods, Technical Analysis, Algorithms, Securities Trading, Futures Exchange, Portfolio Risk, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Data Validation, Trend Analysis, Performance Analysis, Statistical Programming, Scripting Languages, Finance

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture

    4.3
    Rating, 4.3 out of 5 stars
    ·
    19 reviews

    Intermediate · Specialization · 3 - 6 Months

  • B

    Board Infinity

    Apply AI & Machine Learning to Financial Forecasting

    Skills you'll gain: Financial Forecasting, Feature Engineering, Model Evaluation, Applied Machine Learning, Forecasting, Machine Learning, Predictive Modeling, Financial Modeling, Generative AI, Time Series Analysis and Forecasting, Regression Analysis, Data Preprocessing, Credit Risk, Portfolio Management

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    94 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • U

    Universitat Politècnica de València

    Fundamentos TIC para negocios: Aplicaciones empresariales

    Skills you'll gain: Business Systems, Business Software, Database Management Systems, Enterprise Resource Planning, Databases, Productivity Software, Information Technology, Microsoft Office, Information Systems, Web Applications, Operating Systems, Web Development, Management Information Systems, Web Servers, Collaborative Software, Computer Systems, Customer Relationship Management, Computer Networking, Supply Chain Management, Spreadsheet Software

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Procurement, Negotiation, and Contract Execution

    Skills you'll gain: Purchasing, Procurement, Data Entry, Negotiation, Contract Negotiation, Order Processing, Strategic Sourcing, Contract Management, Contract Review, Business Communication, Accounts Payable, Contract Compliance, Business Process Management, Billing & Invoicing, Cost Accounting, Data Validation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Economic Signals for Financial Success

    Skills you'll gain: Financial Forecasting, Revenue Forecasting, Market Dynamics, Forecasting, Market Trend, Financial Data, Customer Demand Planning, Trend Analysis, Market Analysis, Market Intelligence, Revenue Management, Consumer Behaviour, Financial Planning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Splunk Universal Forwarder Configuration and Management

    Skills you'll gain: Splunk, Network Troubleshooting, Data Integration, Scripting, Software Installation, System Monitoring, Data Pipelines, Network Monitoring, Secure Coding, System Configuration, Load Balancing, Configuration Management, System Implementation

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    AI for Strategic Leadership

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Business Leadership, AI Product Strategy, Cross-Functional Team Leadership, Data Strategy, Governance, Strategic Decision-Making, Organizational Strategy, Organizational Leadership, Risk Management, Generative AI, Data Ethics, Data Governance, Team Management, Artificial Intelligence, Data-Driven Decision-Making, Enterprise Architecture, Business Ethics

    Intermediate · Course · 1 - 3 Months

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

  • Unlock GA4 Insights: Coursera
  • AI Tools for Seller: Coursera
  • Interpretable Machine Learning Applications: Part 4: Coursera
  • TradeStation EasyLanguage for Algorithmic Trading: Packt
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Apply AI & Machine Learning to Financial Forecasting: Board Infinity
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Fundamentos TIC para negocios: Aplicaciones empresariales: Universitat Politècnica de València
  • Procurement, Negotiation, and Contract Execution: Coursera
  • Analyze Economic Signals for Financial Success: 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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