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  • Data Mining

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


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    Starweaver

    GenAI Foundations for Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, AI Personalization, Data Ethics, Emerging Technologies, Expectation Management, Decision Making, Verification And Validation, Business

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fred Hutchinson Cancer Center

    Wrangling Computing Environments: Using Docker for Research

    Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Bioinformatics, Software Development, Biomedical Technology, Debugging, Software Versioning

    Intermediate · Course · 1 - 3 Months

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    Erasmus University Rotterdam

    Multilevel Modeling

    Skills you'll gain: R Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Statistical Analysis, R (Software), Data Preprocessing, Data Quality, Model Evaluation

    3.9
    Rating, 3.9 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of London

    Creative Programming for Digital Media & Mobile Apps

    Skills you'll gain: Interactive Design, Computer Graphics, User Interface and User Experience (UI/UX) Design, Mobile Development, Visualization (Computer Graphics), Animation and Game Design, Music, Application Development, Multimedia, Computer Programming, Digital Signal Processing

    4.1
    Rating, 4.1 out of 5 stars
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    55 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Complex Retrieval Queries in MySQL Workbench

    Skills you'll gain: MySQL Workbench, Data Validation, SQL, MySQL, Query Languages, Analytical Skills, Relational Databases, Scripting

    4.5
    Rating, 4.5 out of 5 stars
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    67 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Learn to Job Search with Indeed

    Skills you'll gain: Job Analysis, Compensation Analysis, Company, Product, and Service Knowledge, Recruitment, Business Research, Research

    4.6
    Rating, 4.6 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Skillshare

    SEO Copywriting for Digital Marketing Success

    Skills you'll gain: Keyword Research, Copywriting, Search Engine Optimization, Content Strategy, Web Content, Web Analytics and SEO, Content Management, Content Creation, Writing, Content Marketing, Editing, Drive Engagement

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Splunk Inc.

    Splunk Knowledge Manager 101

    Skills you'll gain: Splunk, Dashboard, Incident Management, Information Management, Event Monitoring, Data Modeling, Data Processing, Query Languages, Business Intelligence, Data Management, Data Analysis, Big Data, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    GNU Octave: Apply, Implement & Design Functions

    Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Data Management

    Mixed · Course · 1 - 4 Weeks

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    H2O.ai

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, AI Enablement, User Interface (UI), Development Environment, Interactive Design, Cloud Deployment, Generative AI, Python Programming, Application Frameworks, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    Introduction to Machine Learning with Python

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis

    3.6
    Rating, 3.6 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Applied Financial Analysis

    Skills you'll gain: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making

    Intermediate · Specialization · 3 - 6 Months

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

  • GenAI Foundations for Professionals: Starweaver
  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • Multilevel Modeling: Erasmus University Rotterdam
  • Creative Programming for Digital Media & Mobile Apps: University of London
  • Complex Retrieval Queries in MySQL Workbench: Coursera
  • Learn to Job Search with Indeed: Coursera
  • SEO Copywriting for Digital Marketing Success: Skillshare
  • Splunk Knowledge Manager 101: Splunk Inc.
  • GNU Octave: Apply, Implement & Design Functions: EDUCBA
  • H2O Wave Starter Course: H2O.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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