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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


  • C

    Coursera

    Análisis exploratorio de datos con Python y Pandas

    Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Seaborn, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, NumPy, Data Cleansing, Descriptive Statistics, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Build Trustworthy AI: Measure Human Connection

    Skills you'll gain: Responsible AI, Human Computer Interaction, Data Ethics, Surveys, Human Factors, Artificial Intelligence, Trustworthiness, Model Evaluation, Psychology, Generative AI, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Automate ETL Pipelines

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, ChatGPT, Prompt Engineering, OpenAI API, Vector Databases, Embeddings, System Monitoring, Artificial Intelligence, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    189 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    I

    ISC2

    Foundations of Governance, Risk, and Compliance

    Skills you'll gain: Security Controls, Governance Risk Management and Compliance, Risk Management, Business Risk Management, Compliance Management, Compliance Auditing, Enterprise Risk Management (ERM), Data Security, Information Privacy, Continuous Monitoring, Auditing, Information Systems Security, Regulatory Compliance, Verification And Validation, Risk Analysis, Document Management, Scope Management, Asset Protection

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    أساسيات تحليل البيانات باستخدام بايثون وباندا

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Visualization, NumPy, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    CRM, Project Management & Omnichannel Strategy

    Skills you'll gain: Customer Retention, Brand Awareness, Brainstorming, User Feedback, Stakeholder Communications, Team Performance Management, Meeting Facilitation, HubSpot CRM, Customer Relationship Management (CRM) Software, Stakeholder Management, Customer experience strategy (CX), Marketing Strategies, Data Storytelling, Team Management, Team Leadership, Looker (Software), Dashboard, Marketing, Project Planning, Kanban Principles

    Intermediate · Specialization · 1 - 3 Months

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

    EDUCBA

    Design and Model a 3D Pool Resort in SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, 3D Assets, Design Software, Visualization (Computer Graphics), Mockups, Layout Design

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Smart Stadiums: The Bernabéu Experience

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Master Advanced Google Ads Optimization Strategies

    Skills you'll gain: Google Ads, Pay Per Click Advertising, Keyword Research, Marketing Budgets, Online Advertising, Target Audience, Digital Advertising, Paid media, Performance marketing, Campaign Management, Advertising Campaigns, Web Analytics, Budget Management, Forecasting, Performance Analysis, Bidding, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Tower Defense Mechanics and Customization

    Skills you'll gain: Animations, User Interface (UI) Design, C# (Programming Language), Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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

  • Análisis exploratorio de datos con Python y Pandas: Coursera
  • Build Trustworthy AI: Measure Human Connection: Coursera
  • Automate ETL Pipelines: Coursera
  • Retrieval Augmented Generation (RAG): DeepLearning.AI
  • Foundations of Governance, Risk, and Compliance: ISC2
  • أساسيات تحليل البيانات باستخدام بايثون وباندا: Coursera
  • CRM, Project Management & Omnichannel Strategy: Coursera
  • Design and Model a 3D Pool Resort in SketchUp: EDUCBA
  • Smart Stadiums: The Bernabéu Experience: Real Madrid Graduate School Universidad Europea
  • Master Advanced Google Ads Optimization Strategies: 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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