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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


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    Coursera

    AI Agents: Multi-Agent Design & Governance

    Skills you'll gain: Responsible AI, AI Workflows, AI Orchestration, Agentic systems, Generative AI Agents, Artificial Intelligence, Coordination, AI Security, Data Ethics, Governance, Systems Architecture, Software Architecture, Scalability, Regulatory Compliance, Communication Strategies, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción a la visualización de datos

    Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Human Factors, Color Theory, Design Elements And Principles, Graphing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Excel VBA Macros: Custom Functions and Structures

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Scripting, Debugging, Automation, Microsoft 365, Microsoft Office, Spreadsheet Software, Event-Driven Programming, Business Logic, Computer Programming, Data Wrangling, Performance Tuning, Performance Improvement, Data Science

    Mixed · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction to Meta Business Suite Training

    Skills you'll gain: Content Performance Analysis, Social Media Management, Instagram, Social Media Campaigns, Facebook, Social Media, Advertising, Social Media Marketing, E-Commerce, Collaboration, Content Creation, Data-Driven Decision-Making, Customer Service, Asset Management, Content Marketing, Team Management, Drive Engagement, Sales

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Introduction to Spreadsheets and Models

    Skills you'll gain: Spreadsheet Software, Financial Modeling, Regression Analysis, Excel Formulas, Business Modeling, Simulation and Simulation Software, Operations Research, Microsoft Excel, Google Sheets, Probability Distribution, Analysis, Forecasting, Predictive Analytics, Risk Analysis, Statistical Methods, Data Analysis Software, Process Optimization, Decision Tree Learning

    4.2
    Rating, 4.2 out of 5 stars
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    3.9K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Introduction to Cloud Computing & Core AWS Services

    Skills you'll gain: Amazon CloudWatch, Public Cloud, Virtual Networking, Infrastructure As A Service (IaaS), Data Storage, System Monitoring, Network Security

    Beginner · Course · 1 - 3 Months

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    Coursera

    Getting Started with Jira

    Skills you'll gain: Sprint Planning, Work Breakdown Structure, Jira (Software), Dashboard, Sprint Retrospectives, User Story, Verification And Validation, Quality Assurance, Issue Tracking, Software Testing, Data Visualization, Test Planning, Workflow Management, Project Management, Data-Driven Decision-Making, Continuous Improvement Process, Kanban Principles, Agile Methodology, Capacity Planning, Root Cause Analysis

    Intermediate · Specialization · 3 - 6 Months

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    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Design Ethical AI Rewards and Policies

    Skills you'll gain: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Management Training And Development, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Business Metrics, Performance Review, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process, Driving engagement

    Intermediate · Course · 1 - 4 Weeks

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    Google

    Think Outside the Inbox: Email Marketing

    Skills you'll gain: Email Marketing, Campaign Management, Copywriting, Marketing Strategy and Techniques, Email Automation, Personally Identifiable Information, Digital Marketing, Marketing Automation, Newsletters, HubSpot CRM, Marketing Analytics, Promotional Strategies, Data Ethics, A/B Testing, Smart Goals, Customer Retention, Key Performance Indicators (KPIs), Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 3 Months

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

  • AI Agents: Multi-Agent Design & Governance: Coursera
  • Introducción a la visualización de datos: Pontificia Universidad Católica de Chile
  • Excel VBA Macros: Custom Functions and Structures: Logical Operations
  • Introduction to Meta Business Suite Training: Simplilearn
  • Introduction to Spreadsheets and Models: University of Pennsylvania
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Introduction to Cloud Computing & Core AWS Services: Packt
  • Getting Started with Jira: Coursera
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Design Ethical AI Rewards and Policies: 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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