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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


  • P

    Pragmatic AI Labs

    Production Governance and MLOps on Databricks

    Skills you'll gain: Databricks, Role-Based Access Control (RBAC), MLOps (Machine Learning Operations), Data Lakes, Data Governance, GitHub, Model Deployment, Data Management, CI/CD, Data Quality, Git (Version Control System), Continuous Integration, Data Engineering, Continuous Monitoring, Python Programming, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rutgers the State University of New Jersey

    Supply Chain Planning

    Skills you'll gain: Demand Planning, Forecasting, Supply Chain Planning, Sales Management, Time Series Analysis and Forecasting, Supply Chain Management, Planning, Estimation, Trend Analysis, Decision Making, Performance Measurement, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3K reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    OT/ICS Certified Security Professional Prep

    Skills you'll gain: Hardening, Incident Response, Vulnerability Assessments, Security Strategy, Security Controls, Computer Security Incident Management, Infrastructure Security, Security Testing, Control Systems, Information Systems Security, Continuous Monitoring, Penetration Testing, Cyber Security Strategy, Cyber Attacks, Risk Analysis, Operational Risk, Data Security, Risk Management Framework, Risk Management, Operational Databases

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)

    1.8
    Rating, 1.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply JBoss EAP for Enterprise Java Deployment

    Skills you'll gain: Application Deployment, Application Servers, Enterprise Application Management, DevOps, Continuous Deployment, Java Platform Enterprise Edition (J2EE), Server Administration, Java, Data Access, Security Management, Middleware, Database Development

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Word 365 for Beginners

    Skills you'll gain: Microsoft 365, Document Management, Collaborative Software, Microsoft Office, Microsoft Teams, File Management, Data Entry, Content Management, Cloud Storage, Real Time Data

    Beginner · Course · 3 - 6 Months

  • F

    Fractal Analytics

    Generative AI for HR Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Generative AI Agents, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Implement RPA Bots for Social Media Monitoring

    Skills you'll gain: Robotic Process Automation, Social Media Management, Social Media, Business Process Automation, Microsoft Excel, Brand Awareness, Automation, Market Analysis, Solution Design, Marketing Automation, Secure Coding, Process Design, Image Analysis, Driving engagement, Data Import/Export, UI Components, Web Scraping, Process Flow Diagrams, Project Documentation, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    Intermediate · Professional Certificate · 3 - 6 Months

  • E

    EDUCBA

    Deploy Applications with Docker: Build Real-World Projects

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Microservices, Cloud Deployment, Data Persistence, Software Architecture, Spring Boot, MySQL, WordPress

    Beginner · Course · 1 - 4 Weeks

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

  • Production Governance and MLOps on Databricks: Pragmatic AI Labs
  • Supply Chain Planning: Rutgers the State University of New Jersey
  • OT/ICS Certified Security Professional Prep: Infosec
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • Apply JBoss EAP for Enterprise Java Deployment: EDUCBA
  • Microsoft Word 365 for Beginners: Packt
  • Generative AI for HR Professionals: Fractal Analytics
  • Implement RPA Bots for Social Media Monitoring: 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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