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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

    Dashboards in Qlik Sense: Decision-Support Dashboards

    Skills you'll gain: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Dashboard Creation, Data Presentation, Data Integration, Heat Maps, Datamaps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Spatial Analysis, Geospatial Information and Technology, Data Mapping

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Hands-on Internet of Things

    Skills you'll gain: Internet Of Things, Networking Hardware, Network Infrastructure, Network Routers, General Networking, Embedded Software, Network Switches, Network Protocols, Security Controls, Network Architecture, Wireless Networks, Network Administration, Network Routing, Local Area Networks, Infrastructure Security, Telecommunications, Communication Systems, Distributed Computing, Python Programming, Machine Learning

    4.7 stars, 632 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (632) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Model Optimization and Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Model Optimization, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Computer Vision, Model Training, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Performance Tuning, Artificial Intelligence, Bayesian Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Global Disease Masterclass

    Skills you'll gain: Infectious Diseases, Epidemiology, Public Health and Disease Prevention, Public Health, Health Disparities, Infection Control, Health Equity, Cardiology, Social Determinants Of Health, Chronic Diseases, Microbiology, Community Health, Socioeconomics, Preventative Care, Health Policy, Bloodborne Pathogens, Health Education, Health Assessment, Internal Medicine, Demography

    4.7 stars, 342 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (342) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Interfacing with the Raspberry Pi

    Skills you'll gain: Internet Of Things, Application Programming Interface (API), TCP/IP, Web Services, Electronics, Control Systems, Embedded Systems, Network Protocols, USB, General Networking, Networking Hardware, Electronic Systems, Machine Controls, Hardware Design, Digital Signal Processing, Digital Communications, Computer Hardware, Python Programming

    4.7 stars, 1.6K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Banco Interamericano de Desarrollo

    Données pour l'efficacité des politiques publiques

    Skills you'll gain: Data Visualization, Data Literacy, Data Ethics, Data Presentation, Policy Development, Policy Analysis, Public Policies, Data-Driven Decision-Making, Economics, Policy, and Social Studies, Data Analysis, Data Collection, Data Management, Data Sharing, Program Evaluation, Analytics, Quantitative Research, Data Quality, Research, Research Methodologies

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    ML Production Systems

    Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Continuous Integration, Software Testing, Model Training, CI/CD, Scalability, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Goldman Sachs

    Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women

    Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Financial Analysis, Financial Data, Business Planning, Entrepreneurship, Forecasting, Financial Planning, Financial Management, Finance, Business Strategy, Strategic Decision-Making, Strategic Planning

    4.7 stars, 530 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (530) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: Fine-tuning, PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, LLM Application, Generative Model Architectures

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Machine Learning for Predictive Business Analytics

    Skills you'll gain: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business

    5 stars, 13 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (13) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for DevOps Practitioners

    Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity

    Intermediate · Course · 1 - 4 Weeks

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Introduction to Student Assessment

    Skills you'll gain: Constructive Feedback, Pedagogy, Teaching, Education and Training, Curriculum Planning, Student-Centred Learning, Student Engagement, Instructional and Curriculum Design, Quality Assessment, Peer Review, Performance Reporting, Reliability, Cultural Diversity, Report Writing, Descriptive Statistics

    4.8 stars, 1.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 3 Months

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

  • Dashboards in Qlik Sense: Decision-Support Dashboards: Coursera
  • Hands-on Internet of Things: University of Illinois Urbana-Champaign
  • Foundations of Model Optimization and Deep Learning: Packt
  • Global Disease Masterclass: Imperial College London
  • Interfacing with the Raspberry Pi: University of California, Irvine
  • Données pour l'efficacité des politiques publiques: Banco Interamericano de Desarrollo
  • ML Production Systems: Coursera
  • Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Apply Machine Learning for Predictive Business Analytics: EDUCBA

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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