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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: Free Trial
    Free Trial
    I

    ISC2

    ISC2 Essentials of Cloud Certificate

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Computing, Zero Trust Network Access, Business Continuity, Continuous Monitoring, Hybrid Cloud Computing, Cloud Services, Resource Allocation, Security Management, Data Management, Disaster Recovery, Infrastructure As A Service (IaaS), Risk Mitigation, Virtualization, Security Strategy, Cloud Deployment, Risk Management, Service Level Agreement, Containerization

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Regression Analysis - Fundamentals & Practical Applications

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Developing a REST API with Go and Cloud Run

    Skills you'll gain: API Gateway, Cloud Deployment, Restful API, Application Programming Interface (API), Cloud Applications, Application Deployment, API Design, Go (Programming Language), Google Cloud Platform, Personally Identifiable Information, Data Access, DevOps, Database Application, Data Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Cloud Spanner - Defining Schemas and Understanding Query Plans

    Skills you'll gain: Operational Databases, Database Administration, Database Management, Relational Databases, Query Languages, Database Design, Google Cloud Platform, Data Import/Export, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Social Network Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, Social Sciences, Statistical Analysis, R Programming, Sociology, Statistical Modeling, Statistical Hypothesis Testing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    离散优化建模基础篇 Basic Modeling for Discrete Optimization

    Skills you'll gain: Applied Mathematics, Operations Research, Mathematical Modeling, Enterprise Modeling, Network Model, Statistical Modeling, Combinatorics, Functional Design, Mathematical Software, Computational Thinking, Graph Theory, Algorithms, Data Structures, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Concepts in SQL

    Skills you'll gain: SQL, Stored Procedure, Query Languages, MySQL, Database Management, Transaction Processing, Data Manipulation, Relational Databases

    4
    Rating, 4 out of 5 stars
    ·
    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Meet - Español

    Skills you'll gain: Google Workspace, Meeting Facilitation, Collaborative Software, Events and Conferences, Taking Meeting Minutes, Calendar Management, Live Streaming, Discussion Facilitation, Data Sharing, Scheduling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Digital Transformation with Google Cloud - 日本語版

    Skills you'll gain: Cloud Computing, Digital Transformation, Public Cloud, Infrastructure As A Service (IaaS), Cloud Infrastructure, Hybrid Cloud Computing, Software As A Service, Platform As A Service (PaaS), Technology Strategies, Google Cloud Platform, Multi-Cloud, Capital Expenditure, Cloud Security, Operating Expense

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    LLMs as Operating Systems: Agent Memory

    Skills you'll gain: LLM Application, Tool Calling, Retrieval-Augmented Generation, Large Language Modeling, Generative AI Agents, AI Workflows, Context Management, Prompt Engineering, Agentic systems, Data Persistence, System Design and Implementation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    D

    Dassault Systèmes

    Explore the 3DSwymer Role

    Skills you'll gain: Team Building

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run

    Skills you'll gain: Google Cloud Platform, Cloud Applications, Ruby on Rails, Cloud Deployment, Application Deployment, PostgreSQL, CI/CD, Object-Relational Mapping, Database Development, Cloud Storage, Database Application, Secure Coding, Relational Databases, Data Management

    Intermediate · Project · Less Than 2 Hours

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

  • ISC2 Essentials of Cloud Certificate: ISC2
  • Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
  • Developing a REST API with Go and Cloud Run: Google Cloud
  • Cloud Spanner - Defining Schemas and Understanding Query Plans: Google Cloud
  • Social Network Analysis: Johns Hopkins University
  • 离散优化建模基础篇 Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Concepts in SQL: Coursera
  • Google Meet - Español: Google Cloud
  • Digital Transformation with Google Cloud - 日本語版: Google Cloud
  • LLMs as Operating Systems: Agent Memory: DeepLearning.AI

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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