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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


  • C

    Coursera

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Mastering User Centric Design with Generative AI

    Skills you'll gain: Responsible AI, A/B Testing, Design Thinking, Ideation, Generative AI, User Centered Design, Design and Product, Data Ethics, Experience Design, Innovation, User Research, Data Storytelling, Dashboard, AI literacy, Data Analysis, Artificial Intelligence, Prompt Engineering, Critical Thinking, Business Consulting, Problem Solving

    4.7 stars, 418 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (418) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Performance & Culture Alignment

    Skills you'll gain: Delegation Skills, Responsible AI, Culture Transformation, Team Performance Management, Organizational Development, Prompt Engineering, People Analytics, Empowerment, Performance Management, AI literacy, Microsoft Copilot, Executive Presence, Management Training And Development, Performance Measurement, Organizational Change, Microsoft Teams, Employee Coaching, Goal Setting, Microsoft Development Tools, Microsoft Visio

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, AI literacy, Business Analysis, Cloud Engineering

    4.5 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Administration and Customization in Oracle BI 12c

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • U

    University of Colorado Boulder

    Everyday Excel, Part 2

    Skills you'll gain: Dashboard Creation, Dashboard, Pivot Tables And Charts, Microsoft Excel, Data Transformation, Excel Formulas, Data Management, Data Analysis, Data Validation, Reconciliation, Problem Solving

    4.7 stars, 576 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (576) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Shell Scripting: Automation & Text Processing

    Skills you'll gain: Shell Script, Bash (Scripting Language), grep, Unix Shell, Linux Commands, Unix Commands, Scripting, Unix, Scripting Languages, Linux, Command-Line Interface, Code Reusability, Windows PowerShell, IT Automation, Mathematical Software, File I/O, User Interface (UI), File Management, Mac OS

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Marketing Management, Data Preprocessing, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • K

    Kennesaw State University

    Six Sigma Black Belt

    Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Lean Methodologies, Six Sigma Methodology, Process Improvement, Team Management, Process Capability, Team Performance Management, Lean Manufacturing, Data Collection, Knowledge Transfer, Management Training And Development, Team Building, Process Improvement and Optimization, Quality Improvement, Statistical Hypothesis Testing, Meeting Facilitation, Continuous Improvement Process, Performance Measurement, Statistics

    4.6 stars, 862 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (862) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AI Ethics & Governance for Enterprises

    Skills you'll gain: Responsible AI, Governance, Business Ethics, Compliance Management, Law, Regulation, and Compliance, Data Ethics, AI Security, Regulatory Compliance, Regulation and Legal Compliance, Governance Risk Management and Compliance, Regulatory Requirements, Ethical Standards And Conduct, Risk Mitigation, AI literacy, Artificial Intelligence, Risk Management Framework, Compliance Reporting, Accountability, Corporate Strategy, Policy Development

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • K

    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Data Management, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Model Training, AI Enablement, Decision Intelligence, Data-Driven Decision-Making, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, AI Product Strategy, Statistical Machine Learning, Predictive Analytics, Applied Machine Learning

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
  • Mastering User Centric Design with Generative AI: Fractal Analytics
  • Performance & Culture Alignment: Microsoft
  • Identifying the Right Role for Yourself: University of California, Irvine
  • Advanced Administration and Customization in Oracle BI 12c: Packt
  • Everyday Excel, Part 2: University of Colorado Boulder
  • Advanced Shell Scripting: Automation & Text Processing: Packt
  • Generative AI's Applications in Marketing Analytics: Edureka
  • Six Sigma Black Belt: Kennesaw State University
  • AI Ethics & Governance for Enterprises: Packt

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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