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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

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies

    4.4 stars, 47 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (47) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Generative AI for Students: Ethics & Academic Integrity

    Skills you'll gain: AI literacy, Responsible AI, Data Ethics, digital literacy, Generative AI, Artificial Intelligence, Ethical Standards And Conduct, Research, Human Computer Interaction, Intellectual Property

    4.5 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (30) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillUp

    Online Marketing: Social Media, Ads & E-commerce Certificate

    Skills you'll gain: Social Media Management, Social Media, Social Media Content, Social Media Marketing, Google Ads, Email Marketing, Social Media Strategy, Content Scheduling, Social Media Campaigns, Content Creation, Data-Driven Marketing, Customer Retention, Meta Ads Manager, Paid media, Customer Relationship Building, E-Commerce, Digital Marketing, Driving engagement, Keyword Research, Brand Marketing

    4.7 stars, 42 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Pillar #1: Drug Development - From Bench to Bedside

    Skills you'll gain: Drug Development, Clinical Trials, Pharmaceuticals, Clinical Research, Pre-Clinical Development, Pharmacology, Statistical Analysis, Epidemiology, Health Policy, Statistical Methods, Quantitative Research, Data Analysis, Pharmacotherapy, Regulatory Compliance, Data Collection

    4.8 stars, 44 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (44) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Cybersécurité Google

    Skills you'll gain: Vulnerability Management, Threat Modeling, Open Web Application Security Project (OWASP), Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Stakeholder Communications, Vulnerability Assessments, Threat Detection, Event Monitoring, Cyber Attacks, Hardening, Network Security, Security Controls, Data Ethics, Bash (Scripting Language), Cybersecurity, Linux, Debugging, SQL

    4.7 stars, 464 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (464) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Introduction to Computer Programming with Visual Basic

    Skills you'll gain: Unified Modeling Language, File I/O, System Programming, Visual Basic (Programming Language), Database Management, System Software, Hardware Architecture, Databases, Relational Databases, Algorithms, Computer Architecture, Network Security, Computer Hardware, Development Environment, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Program Development, Computer Programming, Microsoft Development Tools

    4.6 stars, 175 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (175) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Analytical Solutions to Common Healthcare Problems

    Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Analytical Skills, Fraud detection, Data Integration, Data Analysis, Clinical Data Management, Clinical Informatics, Data Wrangling, Data Transformation, Data Processing, Risk Analysis, Data Quality, Classification Algorithms

    4.4 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (36) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Uncover Data's True Story: Statistics Unveiled

    Skills you'll gain: Descriptive Statistics, Data Literacy, Data Analysis, Descriptive Analytics, Exploratory Data Analysis, Data Presentation, Statistical Visualization, Statistical Reporting, Data Transformation, Statistics, Data Visualization Software, Data Storytelling, Statistical Methods, Technical Communication, Statistical Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Hardware and Operating System Foundations

    Skills you'll gain: Operating System Administration, Linux Administration, Microsoft Windows, Command-Line Interface, Operating Systems, System Configuration, Event Monitoring, Authorization (Computing), Desktop Support, OS Process Management, Network Security, Package and Software Management, Information Technology, IT Automation, Network Administration, General Networking, Software Installation

    4.6 stars, 170 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (170) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Practice Exams for CompTIA A+ Certification: Core 1 & Core 2

    Skills you'll gain: Operating System Administration, Network Infrastructure, Data Storage, Command-Line Interface, Peripheral Devices, Software Installation, Security Controls, Active Directory, Technical Support and Services, System Configuration

    4.7 stars, 65 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (65) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Build and Deploy Chatbots and Recommender Systems

    Skills you'll gain: Model Deployment, Responsible AI, No-Code Development, Business Metrics, Data Ethics, AI Personalization, AI Integrations, Return On Investment, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Key Performance Indicators (KPIs), Cross Platform Development, Continuous Improvement Process, Natural Language Processing, User Feedback, Systems Integration, System Design and Implementation, Machine Learning Algorithms, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    KodeKloud

    DevOps Prerequisite Course

    Skills you'll gain: Network Administration, DevOps, Software Development Tools, Networking Hardware, Network Troubleshooting, Command-Line Interface, Web Development, Cloud Applications, Development Environment, Virtualization and Virtual Machines, Network Routers, Virtual Machines, Virtual Environment, Virtualization, Dependency Analysis, Software Development

    4.7 stars, 125 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (125) · Beginner · 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

  • Computational Methods in Pricing and Model Calibration: Columbia University
  • Generative AI for Students: Ethics & Academic Integrity: University of Glasgow
  • Online Marketing: Social Media, Ads & E-commerce Certificate: SkillUp
  • Pillar #1: Drug Development - From Bench to Bedside: Johns Hopkins University
  • Cybersécurité Google: Google
  • Introduction to Computer Programming with Visual Basic: LearnQuest
  • Analytical Solutions to Common Healthcare Problems: University of California, Davis
  • Uncover Data's True Story: Statistics Unveiled: Coursera
  • Hardware and Operating System Foundations: Illinois Tech
  • Practice Exams for CompTIA A+ Certification: Core 1 & Core 2: IBM

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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