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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


  • P

    Pontificia Universidad Católica de Chile

    Análisis de Negocios con Estados Financieros

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Accounting, Income Statement, Financial Analysis, Balance Sheet, Financial Reporting, Cash Flows, Cash Management, Working Capital, Accrual Accounting, Asset Management, Operating Expense, Capital Expenditure, Resource Management, Market Analysis

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    152 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python: Apply & Evaluate Sales Forecasting with Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Feature Engineering, Forecasting, Data-Driven Decision-Making, Data Preprocessing, Trend Analysis, Predictive Analytics, Predictive Modeling, Statistical Analysis, Data Visualization, Exploratory Data Analysis, Data Analysis, Pandas (Python Package), Jupyter

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Estructuras de datos en Python

    Skills you'll gain: Data Structures, Python Programming, JSON, File Management, Scripting, Scripting Languages, Data Import/Export, Computer Programming, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    420 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    DeepSeek Essentials: From Foundations to Real-World Use

    Skills you'll gain: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Defender for Cloud Certification

    Skills you'll gain: Threat Management, Microsoft Azure, Cloud Security, Key Management, Data Security, Security Information and Event Management (SIEM), Data Structures, Role-Based Access Control (RBAC), Continuous Monitoring, Query Languages

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Fundamentals of Kubernetes Deployment

    Skills you'll gain: Kubernetes, Cloud Deployment, Application Deployment, Containerization, Authorization (Computing), Authentications, Docker (Software), Cloud-Native Computing, Software Installation, Data Persistence, Role-Based Access Control (RBAC), Microservices, Infrastructure Architecture, Scalability, Data Storage, Servers, Command-Line Interface

    4.3
    Rating, 4.3 out of 5 stars
    ·
    323 reviews

    Intermediate · Course · 1 - 3 Months

  • N

    Northwestern University

    Scaling Operations: Linking Strategy and Execution

    Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operational Analysis, Operations Management, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Strategic Decision-Making, Business Strategy, Supplier Relationship Management, Case Studies, Return On Investment, Planning, Financial Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    263 reviews

    Mixed · Course · 1 - 3 Months

  • D

    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI API, Retrieval-Augmented Generation, OpenAI, Model Deployment, Risk Management Framework, Embeddings, Cloud Computing, Application Deployment, Python Programming, Scalability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Data Preprocessing, Data Manipulation, Predictive Modeling, R Programming, Predictive Analytics, Data Pipelines, Feature Engineering, Applied Machine Learning, Machine Learning, Random Forest Algorithm, Performance Tuning, Logistic Regression

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    Computational Thinking with Beginning C Programming

    Skills you'll gain: Computational Thinking, File I/O, Data Collection, Simulations, Data Analysis, Microsoft Visual Studio, C (Programming Language), Statistical Analysis, Automation, Program Development, Data Structures, Programming Principles, Algorithms, Computer Programming, Theoretical Computer Science, Data Storage, Descriptive Statistics, Data Visualization Software, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    433 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California San Diego

    Internet of Things: Sensing and Actuation From Devices

    Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping

    4.5
    Rating, 4.5 out of 5 stars
    ·
    159 reviews

    Mixed · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to Parallel Programming with CUDA

    Skills you'll gain: Performance Tuning, Data-oriented programming, System Programming, C and C++, Computer Architecture, Algorithms, Development Environment, Debugging

    2.7
    Rating, 2.7 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Análisis de Negocios con Estados Financieros: Pontificia Universidad Católica de Chile
  • Python: Apply & Evaluate Sales Forecasting with Time Series: EDUCBA
  • Estructuras de datos en Python: Universidad Austral
  • DeepSeek Essentials: From Foundations to Real-World Use: Board Infinity
  • Microsoft Defender for Cloud Certification: Microsoft
  • Fundamentals of Kubernetes Deployment: LearnQuest
  • Scaling Operations: Linking Strategy and Execution: Northwestern University
  • Operationalizing LLMs on Azure: Duke University
  • Tidymodels in R: Building tidy machine learning models: Coursera
  • Computational Thinking with Beginning C Programming: University of Colorado System

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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