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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


  • Status: New
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    Coursera

    Uncover Data's True Story: Statistics Unveiled

    Skills you'll gain: Descriptive Statistics, Data Analysis, Data Visualization, Descriptive Analytics, Exploratory Data Analysis, Data Presentation, Data Transformation, Statistics, Data Visualization Software, Data Storytelling, Statistical Methods, Technical Communication, Statistical Analysis, Microsoft Excel

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    EDUCBA

    Master Machine Learning with TensorFlow: Basics to Advanced

    Skills you'll gain: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Feature Engineering, Deep Learning, Convolutional Neural Networks, Matplotlib, Jupyter, Python Programming, NumPy, Data Manipulation, Artificial Neural Networks, Seaborn, Development Environment, Pandas (Python Package), Regression Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Pearson

    Java SE 17 Developer (1Z0-829)

    Skills you'll gain: Java, Transaction Processing, File I/O, Java Programming, Data Access, Object Oriented Design, Data Persistence, Stored Procedure, SQL, Integration Testing, Application Development, Command-Line Interface, Application Deployment, Data Integrity, Databases, Programming Principles, Application Programming Interface (API), Secure Coding, System Programming, Mitigation

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Simplilearn

    Affiliate Marketing Course

    Skills you'll gain: Email Marketing, Performance marketing, Content Marketing, Social Media, Web Analytics, Blogs, Marketing Analytics, Market Opportunities

    4
    Rating, 4 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Human Resources

    Skills you'll gain: HR Tech, Responsible AI, Human Resources, People Analytics, Data Ethics, Applicant Tracking Systems, AI Enablement, Employee Performance Management, Recruitment, Talent Recruitment, Workforce Development, Artificial Intelligence, Employee Engagement, Diversity and Inclusion, Generative AI, Generative AI Agents

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Create Employee Management System with When I Work

    Skills you'll gain: Applicant Tracking Systems, Workforce Management, Talent Acquisition, Talent Management, Staff Management, Payroll, Team Management, Timelines, Data Entry, Scheduling

    4.7
    Rating, 4.7 out of 5 stars
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    223 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    SkillUp

    Vector Search with Relational Databases using PostgreSQL

    Skills you'll gain: Vector Databases, Embeddings, PostgreSQL, Relational Databases, SQL, NoSQL, Node.JS, Data Import/Export, Data Processing, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Automate, Evaluate and Deploy ML Models Confidently

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Notion for Beginners: Create a Project Plan

    Skills you'll gain: Milestones (Project Management), Goal Setting, Timelines, Project Management Software, Delegation Skills, Project Planning, Project Coordination, Databases, Project Management, Coordinating, Collaborative Software, Team Building, Prioritization

    4.2
    Rating, 4.2 out of 5 stars
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    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Workday

    Workday Payroll for Business Users

    Skills you'll gain: Workday (Software), Payroll Processing, Payroll, Payroll Systems, Payroll Administration, Benefits Administration, Human Resources Software, Business Reporting, Workforce Management, Business Process, Compensation and Benefits, Organizational Structure, Data Maintenance, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    Claude AI Comprehensive Guide

    Skills you'll gain: Prompt Engineering, Business Writing, Email Automation, Strategic Thinking, Artificial Intelligence, AI Security, AI Workflows, Copywriting, Business Risk Management, AI Personalization, Data-Driven Decision-Making, Marketing Communications, Marketing Automation, Content Strategy, Engineering Documentation, Ethical Standards And Conduct, Research Reports, Business Communication, Information Privacy, Security Awareness

    4.3
    Rating, 4.3 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    How to use Custom and Conditional Formatting in Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Microsoft Office, Computer Literacy

    4.6
    Rating, 4.6 out of 5 stars
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    107 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Uncover Data's True Story: Statistics Unveiled: Coursera
  • Master Machine Learning with TensorFlow: Basics to Advanced: EDUCBA
  • Java SE 17 Developer (1Z0-829): Pearson
  • Affiliate Marketing Course: Simplilearn
  • AI for Human Resources: AI CERTs
  • Create Employee Management System with When I Work: Coursera
  • Vector Search with Relational Databases using PostgreSQL: SkillUp
  • Automate, Evaluate and Deploy ML Models Confidently: Coursera
  • Notion for Beginners: Create a Project Plan: Coursera
  • Workday Payroll for Business Users: Workday

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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