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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

    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Foundations & Design Thinking

    Skills you'll gain: Design Thinking, Design and Product, User Experience Design, Persona (User Experience), Responsible AI, Artificial Intelligence, User Interface and User Experience (UI/UX) Design, Data Ethics, User Experience, Design, AI Enablement, Creative Design, Generative AI, Machine Learning

    3.4
    Rating, 3.4 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Essential Cloud Infrastructure: Core Services en Español

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Cloud Management, Data Storage, Cloud Storage, Security Controls, Authorization (Computing), System Monitoring, Encryption, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    256 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    MLOps in R: Deploying machine learning models using vetiver

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Continuous Deployment, R Programming, Dashboard, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Docker (Software), Application Programming Interface (API)

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Adobe

    Photoshop image editing, compositing and AI

    Skills you'll gain: Adobe Firefly, Adobe Photoshop, Photo Editing, Storytelling, Adobe Creative Cloud, Generative AI Agents, Data Import/Export, Image Quality, Color Theory, Generative AI, Photography, Graphic and Visual Design, Editing, Creative Design, Design Elements And Principles, Design Software, Design, Creative Thinking, Creativity, Portfolio Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 1 - 3 Months

  • I

    INSEAD

    Generative AI and Blockchain

    Skills you'll gain: Agentic systems, Blockchain, Emerging Technologies, AI Security, Healthcare 5.0, AI Enablement, FinTech, Responsible AI, Artificial Intelligence, Generative AI, Internet Of Things, Web Applications, Distributed Computing, Business Ethics, Digital Assets, Data Integrity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    CVS Health

    Retail Customer Service

    Skills you'll gain: Transaction Processing, Retail Sales, Retail Store Operations, Cash Register Operation, Greeting Customers, Customer Inquiries, Teamwork, Customer Service, Data Entry, Customer Relationship Building, Point of Sale, E-Commerce, Order Management Systems, Professionalism, Payment Processing and Collection, Communication, Time Management, Social Media

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 3 Months

  • U

    UBITS

    Storytelling avanzado: comunicación de alto impacto

    Skills you'll gain: Presentations, Storytelling, Data Storytelling, Persuasive Communication, Public Speaking, Verbal Communication Skills, Drive Engagement, Motivational Skills, Communication, Target Audience, Leadership

    5
    Rating, 5 out of 5 stars
    ·
    21 reviews

    Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    One Health Investigations of Outbreaks and Spillover Events

    Skills you'll gain: Microbiology, Epidemiology, Public Health, Infectious Diseases, Investigation, Environment, Environmental Monitoring, Laboratory Testing, Anthropology, Diagnostic Tests, Qualitative Research, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • A

    Arm

    Getting Started with Machine Learning at the Edge on Arm

    Skills you'll gain: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Simulation, Algorithm Analysis, and Pointers

    Skills you'll gain: File I/O, Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Theoretical Computer Science, Programming Principles, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Building, Evaluating, and Operationalizing ML Models: Packt
  • Introduction to Analytics Engineering: Edureka
  • AI Foundations & Design Thinking: AI CERTs
  • Essential Cloud Infrastructure: Core Services en Español: Google Cloud
  • MLOps in R: Deploying machine learning models using vetiver: Coursera
  • Photoshop image editing, compositing and AI: Adobe
  • Generative AI and Blockchain: INSEAD
  • Retail Customer Service: CVS Health
  • Storytelling avanzado: comunicación de alto impacto: UBITS
  • One Health Investigations of Outbreaks and Spillover Events: Johns Hopkins University

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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