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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
    Free Trial
    U

    University of California, Irvine

    Salesforce Capstone: Organization Integration

    Skills you'll gain: Salesforce, Email Marketing, User Accounts, Dashboard, Administration, Business Reporting, Collaborative Software, Data Maintenance, Data Cleansing, UI/UX Strategy, Application Deployment, Data Import/Export, Internal Communications, Data Management, Business Administration, Cloud Computing, Data Security, Automation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Generative AI for Developers: Unit 2

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Scripting, Python Programming, Application Development, Test Script Development, Web Applications, AI Workflows, Jupyter, Data Analysis, Pandas (Python Package), Software Documentation, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Flutter & Dart - Complete App Development Course

    Skills you'll gain: User Interface (UI) Design, Data Persistence, Interactive Data Visualization, Database Management, Real Time Data, Computer Programming, Data Management, Software Installation, Data Structures, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fred Hutchinson Cancer Center

    Wrangling Computing Environments: Using Docker for Research

    Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Bioinformatics, Software Development, Biomedical Technology, Debugging, Software Versioning

    Intermediate · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 2

    Skills you'll gain: Model Deployment, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Advanced Analytics, Artificial Intelligence, Deep Learning, Data Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    PMP Exam Prep: Ways of Working for Technical Projects

    Skills you'll gain: Project Management Institute (PMI) Methodology, Project Management Life Cycle

    4.9
    Rating, 4.9 out of 5 stars
    ·
    62 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Cryptography and Hashing Overview

    Skills you'll gain: Blockchain, Cryptography, Encryption, Transaction Processing, Authentications, FinTech, Data Security, Emerging Technologies, Data Integrity, Distributed Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Generative AI for Leadership & Human-Centered Branding

    Skills you'll gain: Generative AI, AI Enablement, Performance Analysis, Strategic Leadership, Brand Awareness, LLM Application, Branding, Leadership, Cybersecurity, Threat Modeling, Strategic Thinking, Prompt Engineering, Data Ethics, Business Transformation, Responsible AI, Storytelling, AI Personalization, Content Development and Management, Multimedia, Business

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Credit Risk Analysis and Underwriting

    Skills you'll gain: Credit Risk, Lending and Underwriting, Underwriting, Risk Analysis, Risk Management, Business Risk Management, Case Studies, Financial Analysis, Financial Statement Analysis, Corporate Finance, Financial Modeling, Stakeholder Communications, Cash Flows

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Inspiring Peak Performance on Technical Teams

    Skills you'll gain: Engineering Management, Technical Management, Cross-Functional Collaboration, Team Performance Management, Technical Communication, Software Engineering, Employee Coaching, Communication, Conflict Management, Team Management, Meeting Facilitation, People Management, Performance Review, Virtual Teams, Employee Performance Management, Program Management, Labor Compliance, Agile Methodology, Cloud Engineering, Business Strategy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    MEAN Stack Developer: MongoDB, ExpressJS, AngularJS & NodeJS

    Skills you'll gain: MongoDB, Node.JS, Restful API, API Design, NoSQL, Database Development, Scalability, JavaScript Frameworks, Authentications, Query Languages, JSON, Database Management, Authorization (Computing), Distributed Computing, Web Development Tools, Web Applications, Web Development, Postman API Platform, Server Side, Database Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    161 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Business Case Analysis

    Skills you'll gain: Business Communication, Case Studies, Data Visualization, English Language, Presentations, Oral Expression, Report Writing, Business Writing, Business Analysis, Analysis, Communication, Public Speaking, Target Audience

    4.5
    Rating, 4.5 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

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

  • Salesforce Capstone: Organization Integration: University of California, Irvine
  • Generative AI for Developers: Unit 2: Pearson
  • Flutter & Dart - Complete App Development Course: Packt
  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • H2O Gen AI Ecosystem Overview - Level 2: H2O.ai
  • PMP Exam Prep: Ways of Working for Technical Projects: University of Maryland, College Park
  • Cryptography and Hashing Overview: University of California, Irvine
  • Apply Generative AI for Leadership & Human-Centered Branding: EDUCBA
  • Credit Risk Analysis and Underwriting: Starweaver
  • Inspiring Peak Performance on Technical Teams: Advancing Women in Tech

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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