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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


  • Status: Job Ready
    Job Ready
    B

    BITS Pilani

    Bachelor of Science in Computer Science

    Skills you'll gain: Bash (Scripting Language), Relational Databases, User Research, Probability & Statistics, Data Storytelling, Graph Theory, Object Oriented Design, Theoretical Computer Science, Operating Systems, Android Development, Java, Database Design, Encryption, Bioinformatics, Amazon Web Services, Feature Engineering, Algorithms, TCP/IP, Version Control, Data Structures

    Earn a degree

    Degree · 1 - 4 Years

  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    117 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Введение в анализ данных с помощью Excel

    Skills you'll gain: Pivot Tables And Charts, Excel Formulas, Graphing, Microsoft Excel, Spreadsheet Software, Data Analysis, Histogram, Scatter Plots, Data Import/Export, Data Manipulation, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Generative AI for Educators: AI Literacy & Prompting Skills

    Skills you'll gain: Prompt Engineering, Education Software and Technology, Artificial Intelligence, AI Enablement, Education and Training, Educational Materials, Digital pedagogy, Teaching, Model Evaluation, Critical Thinking, Data Ethics, Instructional and Curriculum Design, Technology Strategies, Information Technology, Higher Education, Creative Thinking, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, PyTorch (Machine Learning Library), Vision Transformer (ViT), Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Personalize Notifications

    Skills you'll gain: End User Training and Support, User Accounts, Control Panels, Intranet, Workflow Management, Verification And Validation, Configuration Management, System Configuration, Communication Systems, Cross Platform Development, Digital Communications

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Visualization (Computer Graphics), Matlab, Mathematical Modeling, Color Theory, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.8K reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    애플리케이션에 맞는 Google Cloud 데이터베이스 선택하기

    Skills you'll gain: Generative AI, Vector Databases, Google Cloud Platform, Cloud Applications, Databases, NoSQL, Database Management Systems, Database Design, Relational Databases, Transaction Processing, Analytics, Data Migration, Scalability

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Interactive Bank Pages Using JavaScript

    Skills you'll gain: Event-Driven Programming, Web Applications, Javascript, Hypertext Markup Language (HTML), Front-End Web Development, Scripting, Transaction Processing, Programming Principles, 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, Financial Auditing, Risk Management, 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

  • C

    Coursera

    Debug Python Pipelines: Root Causes

    Skills you'll gain: Failure Analysis, Integrated Development Environments, Root Cause Analysis, Event Monitoring, Analysis, Application Performance Management, Complex Problem Solving

    Beginner · Course · 1 - 4 Weeks

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

  • Bachelor of Science in Computer Science: BITS Pilani
  • Object Localization with TensorFlow: Coursera
  • Введение в анализ данных с помощью Excel: Rice University
  • Generative AI for Educators: AI Literacy & Prompting Skills: Macquarie University
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • Personalize Notifications : Coursera
  • Fundamentals of Digital Image and Video Processing: Northwestern University
  • 애플리케이션에 맞는 Google Cloud 데이터베이스 선택하기: Google Cloud
  • Build Interactive Bank Pages Using JavaScript: 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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