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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.


More to explore:

Popular Data Mining Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Data Analysis with Pivot Tables: Build & Automate

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Excel Macros, Data Analysis, Data Visualization Software, Data Security, Data Integrity, Automation

    5
    Rating, 5 out of 5 stars
    ·
    25 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze User Research Data with Microsoft Forms

    Skills you'll gain: User Research, User Feedback, Business Research, Data Collection, Market Research, Data Compilation, Business Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    50 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Developing Data Models with LookML 日本語版

    Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Database Design, Performance Tuning, Exploratory Data Analysis, Data Integration, SQL, Integrated Development Environments, Git (Version Control System)

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Accounting Data Analytics

    Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Search Engines for Web and Enterprise Data

    Skills you'll gain: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Create Customer Support Data with Microsoft Excel

    Skills you'll gain: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Aggregate Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, SQL, MySQL Workbench, Query Languages, Descriptive Statistics, Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    S

    SAS

    Four Rare Machine Learning Skills All Data Scientists Need

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Pengantar Analisis Data di Google Cloud

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Dashboard, Analytics, Data Visualization Software, Data Storytelling, Big Data, Interactive Data Visualization, Data Presentation, Google Cloud Platform, SQL, Business Analytics, Cloud Storage, Data Warehousing, Data Storage Technologies

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Ingesting FHIR Data with the Healthcare API

    Skills you'll gain: Data Import/Export, Data Store, Cloud API, Health Informatics, Electronic Medical Record System, Google Cloud Platform, Health Care, Data Integration, Data Modeling, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Cisco CCNP Data Center DCCOR (350-601)

    Skills you'll gain: Data Centers, Ansible, Open Shortest Path First (OSPF), Network Switches, Computing Platforms, Virtual Networking, Virtual Local Area Network (VLAN), Network Infrastructure, Network Engineering, Border Gateway Protocol, Infrastructure Security, Network Monitoring, Data Storage Technologies, Automation, Event Monitoring, Configuration Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data and Business Process Modeling with Microsoft Visio

    Skills you'll gain: Process Flow Diagrams, Business Process Modeling, Data Modeling, Microsoft Visio, Diagram Design, Business Process, Business Analysis, Data Flow Diagrams (DFDs)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    127 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data Analysis with Pivot Tables: Build & Automate: EDUCBA
  • Analyze User Research Data with Microsoft Forms: Coursera
  • Developing Data Models with LookML 日本語版: Google Cloud
  • Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
  • Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
  • Create Customer Support Data with Microsoft Excel: Coursera
  • Aggregate Data in SQL using MySQL Workbench: Coursera
  • Four Rare Machine Learning Skills All Data Scientists Need: SAS
  • Pengantar Analisis Data di Google Cloud: Google Cloud
  • Ingesting FHIR Data with the Healthcare API: Google Cloud

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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