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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.


More to explore:

Popular Data Mining Courses and Certifications


  • U

    University of Colorado Boulder

    BiteSize Python: NumPy and Pandas

    Skills you'll gain: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Cleansing, Statistical Methods, Data Analysis, Exploratory Data Analysis

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Digital Marketing

    Skills you'll gain: Digital Marketing, Digital Media Strategy, Business Strategies, Digital Advertising, Growth Strategies, Social Media, Pay Per Click Advertising, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    73 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Data Transformation, Tensorflow, Data Pipelines, Data Store, Keras (Neural Network Library), Data Modeling, Real Time Data, Machine Learning, Deep Learning, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Organizations

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Income Statement, Balance Sheet, Financial Analysis, Revenue Forecasting, Profit and Loss (P&L) Management, Financial Data, Cash Flows, Accounting, Business Valuation, Capital Expenditure, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    eHealth: More than just an electronic record

    Skills you'll gain: Health Technology, Health Informatics, Health Care, Health Systems, Electronic Medical Record, Care Coordination, Clinical Informatics, Telehealth, Health Information Management, Patient Education and Support, Interoperability, Patient-centered Care

    4.6
    Rating, 4.6 out of 5 stars
    ·
    336 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Getting Started on Mainframe with z/OS Commands and Panels

    Skills you'll gain: z/OS, Mainframe Computing, Data Management, Data Storage, Control Panels, Command-Line Interface, System Configuration, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    439 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Python Debugging Capstone Project: Fixing and Extending Code

    Skills you'll gain: Data Manipulation, Data Preprocessing, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, Large Language Modeling, Model Evaluation, Generative AI, Data Ethics, Google Cloud Platform, Quality Assessment, Image Quality, Human Factors, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of California San Diego

    Internet of Things: How did we get here?

    Skills you'll gain: Telecommunications, Internet Of Things, Wireless Networks, Emerging Technologies, Communication Systems, Digital Communications, General Networking, Computer Networking, Network Protocols

    3.9
    Rating, 3.9 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Application Security for Developers and DevOps Professionals

    Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Application Security, Security Testing, DevSecOps, Threat Modeling, Vulnerability Scanning, Continuous Monitoring, Vulnerability Assessments, Application Performance Management, System Monitoring, Development Environment, Data Security, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
    ·
    249 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • BiteSize Python: NumPy and Pandas: University of Colorado Boulder
  • Introduction to Digital Marketing: IBM
  • Feature Engineering 日本語版: Google Cloud
  • Financial Analysis of Organizations: University of Illinois Urbana-Champaign
  • eHealth: More than just an electronic record: The University of Sydney
  • Getting Started on Mainframe with z/OS Commands and Panels: IBM
  • Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • Product Reviews Text-based Search - OpenAI Text Embedding: Coursera
  • AI & Machine Learning: Apply, Build & Solve: 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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