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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

    Java Programming

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Computer Programming, Object Oriented Design, Programming Principles, Software Engineering, Debugging, Program Development, Integrated Development Environments, Data Structures, IntelliJ IDEA, Application Development, Software Development, Spring Boot, Virtual Machines, Microservices

    Intermediate · Specialization · 1 - 3 Months

  • L

    LearnQuest

    Demand Forecasting Using Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Trend Analysis, Data Visualization, Customer Demand Planning, Regression Analysis, Matplotlib, Forecasting, Predictive Modeling, Correlation Analysis, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming

    3.3
    Rating, 3.3 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Applied Agentic AI Pipelines with LangChain

    Skills you'll gain: Data Transformation, Large Language Modeling, Data Preprocessing, Generative AI, Workflow Management, Artificial Intelligence, Responsible AI, Embeddings, Context Management, Automation, Metadata Management, JSON

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Desarrolla aplicaciones con Google Cloud

    Skills you'll gain: Cloud Applications, Cloud Development, Application Development, Data Storage, Google Cloud Platform, Generative AI, CI/CD, Performance Tuning, Application Deployment, Software Development, Authentications, Continuous Delivery, Application Performance Management, Identity and Access Management, Cloud Storage, Authorization (Computing)

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Fine-Tuning Transformers with Hugging Face

    Skills you'll gain: CI/CD, Hugging Face, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Data Preprocessing, Model Deployment, Large Language Modeling, Data Pipelines, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Hands-on Introduction to Linux Commands and Shell Scripting

    Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Linux, File Systems, Unix Commands, Scripting, Command-Line Interface, Ubuntu, Linux Administration, Unix, Operating Systems, Network Protocols, OS Process Management, Automation, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze and Guide Capital Investments

    Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Financial Acumen, Investment Management, Financial Modeling, Forecasting, Data Analysis, Risk Analysis, Microsoft Excel, Communication, Analytical Skills

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    مجموعة أدوات عالم البيانات

    Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), Data Processing, R Programming, Rmarkdown, Software Installation, Command-Line Interface

    4.7
    Rating, 4.7 out of 5 stars
    ·
    107 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Corporate Finance Institute

    Advanced Tableau

    Skills you'll gain: Star Schema, Data Modeling, Tableau Software, Interactive Data Visualization, Business Intelligence, Extract, Transform, Load, Dashboard, Performance Tuning, Technical Analysis, Database Design, Data Visualization Software, Data Warehousing, Market Data, Data Transformation, Data Presentation, Investment Banking, Exploratory Data Analysis, Tree Maps, Data Storytelling, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Advanced · Specialization · 3 - 6 Months

  • C

    Coursera

    Bookkeeping: Verify Financial Accuracy

    Intermediate · Course · 1 - 4 Weeks

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

  • Java Programming: Edureka
  • Demand Forecasting Using Time Series: LearnQuest
  • Applied Agentic AI Pipelines with LangChain: Edureka
  • Desarrolla aplicaciones con Google Cloud: Google Cloud
  • Machine Learning Foundations: Packt
  • Fine-Tuning Transformers with Hugging Face: Pragmatic AI Labs
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Hands-on Introduction to Linux Commands and Shell Scripting: IBM
  • Analyze and Guide Capital Investments: Coursera
  • مجموعة أدوات عالم البيانات: Johns Hopkins University

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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