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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


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    Packt

    Leading with Generative AI

    Skills you'll gain: Strategic Leadership, AI Enablement, Leadership Development, Business Development, Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Fundamentals of Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Image Analysis, Transfer Learning, Artificial Neural Networks, Model Evaluation, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Architecting Scalable Cloud AI Infrastructure

    Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Multi-Cloud, Enterprise Architecture, Infrastructure Architecture, Systems Architecture, Terraform, Cloud Deployment, Generative AI, Microservices, Infrastructure as Code (IaC), Data Architecture, Scalability, Site Reliability Engineering, CI/CD, Cost Management, Security Controls, Application Performance Management, Data Pipelines, Governance

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Duke University

    Databricks to Local LLMs

    Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, Data Pipelines, Hugging Face, Large Language Modeling, Responsible AI, Analytics, Data Analysis, Data Processing, Data Science, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Integración y preparación de datos

    Skills you'll gain: Data Integration, Data Literacy, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Data Science, Data Management, Pandas (Python Package), Predictive Modeling, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    104 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze, Design & Implement Java CRUD with TestNG

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Java, Test Automation, Software Development, Development Testing, Application Design, Software Testing, Application Development, System Design and Implementation, Data Validation, User Interface (UI), Debugging, Data Integrity, Business Logic

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Marketing Planning, Audience Insights, and KPI Measurement

    Beginner · Course · 1 - 3 Months

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    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Cloud Computing Architecture, Cloud Management, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Universidad Austral

    Fundamentos de la visualización de datos con Tableau

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Tableau Software, Dashboard, Data Storytelling, Tree Maps, Data Presentation, Data Literacy, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Marketing Strategies, Marketing Analytics, Project Management Life Cycle, Performance Metric, Marketing Planning, Performance Reporting, Data-Driven Decision-Making, Project Closure, Search Engine Optimization, Goal Setting

    Intermediate · Course · 1 - 4 Weeks

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    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Visualization (Computer Graphics), Matlab, Mathematical Modeling, Color Theory, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Resolve Conflicts & Trace Bugs with Git

    Skills you'll gain: Collaborative Software, Git (Version Control System), Version Control, Debugging, Software Development Tools, Problem Management, Configuration Management, Software Technical Review, Conflict Management, Root Cause Analysis, Reconciliation

    Beginner · Course · 1 - 4 Weeks

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

  • Leading with Generative AI: Packt
  • Fundamentals of Deep Learning: Whizlabs
  • Architecting Scalable Cloud AI Infrastructure: Coursera
  • Databricks to Local LLMs: Duke University
  • Integración y preparación de datos: Universidad de los Andes
  • Analyze, Design & Implement Java CRUD with TestNG: EDUCBA
  • Marketing Planning, Audience Insights, and KPI Measurement: Coursera
  • Deploy and Optimize Cloud AI Architectures: Coursera
  • Fundamentos de la visualización de datos con Tableau: Universidad Austral
  • Run Campaign Cycles: Coursera

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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