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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


  • E

    Edureka

    Building and Optimizing Decision Systems

    Skills you'll gain: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Edinburgh

    Observing Earth From Space

    Skills you'll gain: Environmental Monitoring, Geospatial Information and Technology, Environment, Global Positioning Systems, Geographic Information Systems, Climate Change Programs, Image Analysis, Continuous Monitoring, Forecasting, Data Access, Data Collection

    Intermediate · Course · 1 - 4 Weeks

  • W

    Workday

    Workday Financial Management for Business Users

    Skills you'll gain: People Analytics, Accounts Payable and Receivable, Workday (Software), Accounting Software, Data Analysis Software, Financial Data, Dashboard, General Ledger, Accounting, Data Import/Export, Workflow Management, Business Process, Financial Reporting, Finance

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Adobe Lightroom Essentials

    Skills you'll gain: Photo Editing, Video Editing, Adobe Photoshop, Photography, Post-Production, Adobe Creative Cloud, Color Theory, Image Quality, File Management, Creative Design, Editing, Data Import/Export, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Vector Databases, Unsupervised Learning, Interactive Data Visualization, Natural Language Processing, Classification Algorithms, Data Processing, Development Environment

    Intermediate · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Analytics, Analytical Skills, Operational Analysis, Business Mathematics, Data-Driven Decision-Making, Process Optimization, Applied Mathematics, Statistical Methods, Team Building, Analysis, Model Evaluation, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • 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

  • C

    Coursera

    Introduction to Next.js

    Skills you'll gain: JavaScript Frameworks, React.js, Application Development, Application Deployment, Web Applications, Front-End Web Development, Web Development Tools, Web Development, Routing Protocols, Responsive Web Design, Server Side

    4.5
    Rating, 4.5 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    The Complete Ethical Hacking Bootcamp: Beginner To Advanced

    Skills you'll gain: Linux Commands, Metasploit, Open Web Application Security Project (OWASP), Linux, Penetration Testing, Vulnerability Scanning, Command-Line Interface, Exploitation techniques, Scripting, Vulnerability Assessments, Brute-force attacks, General Networking, Python Programming, Web Applications, Cybersecurity, Data Ethics, Firewall, Network Security, Wireless Networks, System Configuration

    4.3
    Rating, 4.3 out of 5 stars
    ·
    47 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Optimize AI Prompts for Cost and Quality

    Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, Applied Machine Learning, Project Design, AI Enablement, Operational Efficiency, Cost Management, Mitigation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Apply SOLID Design to Optimize Java ML

    Skills you'll gain: Apache Maven, Maintainability, Gradle, Java, Software Design, Software Design Patterns, Software Architecture, Object Oriented Design, Object Oriented Programming (OOP), API Design, Machine Learning Methods, Programming Principles, Integration Testing, Dependency Analysis, User Interface (UI) Design, Design Strategies, Program Evaluation, Automation

    Advanced · Course · 1 - 4 Weeks

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

  • Building and Optimizing Decision Systems: Edureka
  • Observing Earth From Space: The University of Edinburgh
  • Workday Financial Management for Business Users: Workday
  • Adobe Lightroom Essentials: Skillshare
  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • Prescriptive Analytics: O.P. Jindal Global University
  • Inspiring Peak Performance on Technical Teams: Advancing Women in Tech
  • Introduction to Next.js: Coursera
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • The Complete Ethical Hacking Bootcamp: Beginner To Advanced: Packt

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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