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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

    Operational Excellence & Process Management

    Skills you'll gain: Operational Analysis, Operational Excellence, Tax Management, Business Process Automation, Workflow Management, Process Analysis, Operational Efficiency, Process Mapping, Business Process Management, Business Workflow Analysis, Tax Compliance, Responsible AI, Process Management, Prompt Engineering, Decision Making, Automation, Problem Solving, Microsoft Excel, ChatGPT, Corporate Tax

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Network Analysis, Machine Learning, Machine Learning Methods, Applied Machine Learning, Large Language Modeling, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Data Processing

    4.5 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    의사 결정을 위한 비즈니스 분석

    Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Business Analysis, Analytics, Analysis, Strategic Decision-Making, Data Analysis, Marketing Analytics, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Risk Modeling, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning, Model Optimization, Spreadsheet Software

    4.8 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Analysing: Numeric and digital literacies

    Skills you'll gain: Governance, Data Presentation, Data Visualization, Management Accounting, Data Storytelling, Budgeting, Marketing Analytics, Capital Budgeting, Financial Modeling, Financial Data, Data Ethics, SAS (Software), Interactive Data Visualization, Financial Management, Customer Analysis, Customer Insights, Digital Media Strategy, Corporate Finance, Business Valuation, Financial Analysis

    4.6 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6 stars, 71 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (71) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

    4.3 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Build Image Quality Inspection using AWS Lookout for Vision

    Skills you'll gain: Model Training, Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Data Science, Machine Learning, Cloud Computing

    4.8 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (21) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • P

    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture, Data Science

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    4.9 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • S

    STARWEAVER

    Generative AI for Retail Inventory Management

    Skills you'll gain: Demand Planning, Inventory Management System, Forecasting, Merchandising, Inventory Control Systems, Enterprise Architecture, Generative AI, Inventory Control, Performance Measurement, Customer Demand Planning, Operational Performance Management, Inventory Management, Inventory and Warehousing, Return On Investment, Key Performance Indicators (KPIs), Time Series Analysis and Forecasting, Business Analysis, ChatGPT, Data-Driven Decision-Making, Order Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    LearnQuest

    Spring Framework

    Skills you'll gain: Spring Framework, Microservices, JUnit, Model View Controller, Restful API, Application Frameworks, Spring Boot, Software Architecture, API Gateway, Web Services, Cloud-Native Computing, Object-Relational Mapping, Transaction Processing, Data Persistence, Frontend Integration, Service Oriented Architecture, JSON, Database Management, Unit Testing, Java Programming

    3.9 stars, 705 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.9 (705) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Explainable Deep Learning Models for Healthcare

    Skills you'll gain: Autoencoders, Deep Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Machine Learning, Applied Machine Learning, Predictive Modeling, Responsible AI, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks

    4.6 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Operational Excellence & Process Management: Coursera
  • Artificial Intelligence in Social Media Analytics: Johns Hopkins University
  • 의사 결정을 위한 비즈니스 분석: University of Colorado Boulder
  • Analysing: Numeric and digital literacies: Macquarie University
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Introducción al Aprendizaje Profundo: Universidad Austral
  • Build Image Quality Inspection using AWS Lookout for Vision: Coursera
  • Deep Learning: Recurrent Neural Networks with Python: Packt
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • Generative AI for Retail Inventory Management: STARWEAVER

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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