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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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    LearnQuest

    Advanced AI Techniques for the Supply Chain

    Skills you'll gain: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing

    3.2
    Rating, 3.2 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Technical Analysis and Trading Strategies

    Skills you'll gain: Technical Analysis, Data Visualization Software, Chart.js, Financial Trading, Market Trend, Securities Trading, Market Data, Derivatives, Market Analysis, Analysis, Technical Support, Build Tools, Market Opportunities, Go To Market Strategy, Planning, Marketing Strategy and Techniques, Technical Support and Services, UI/UX Strategy, Decision Making, Psychology

    Mixed · Course · 1 - 3 Months

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    Coursera

    AI-Powered Marketing & CRM

    Skills you'll gain: Prompt Engineering, HubSpot CRM, Customer Analysis, Marketing Automation, Customer Relationship Management (CRM) Software, Prompt Patterns, Email Automation, Marketing Analytics, Prompt Engineering Tools, AI Personalization, Customer Insights, Customer Relationship Management, Generative AI, Data-Driven Marketing, Email Marketing, ChatGPT, Lead Generation, AI Workflows, Customer Data Management, Marketing Strategies

    Beginner · Course · 3 - 6 Months

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    NVIDIA

    Introduction to Networking

    Skills you'll gain: OSI Models, TCP/IP, Data Centers, Network Protocols, Network Infrastructure, Local Area Networks, Network Architecture, General Networking, Networking Hardware, Network Planning And Design, Computer Networking, Network Switches, Network Routing, Network Model

    4.6
    Rating, 4.6 out of 5 stars
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    703 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Advanced Statistical Modeling Using SPSS

    Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    Pensamiento sistémico

    Skills you'll gain: Systems Thinking, Systems Engineering, Systems Analysis, Critical Thinking and Problem Solving, Network Analysis, Network Model

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Professional HRM Mastery

    Skills you'll gain: Succession Planning, Performance Appraisal, Responsible AI, Culture Transformation, Human Resource Strategy, Intercultural Competence, Applicant Tracking Systems, Performance Review, Employee Engagement, Strategic Leadership, Conflict Management, Business Transformation, Employee Retention, Compensation Management, Performance Management, Generative AI, Employee Onboarding, Recruitment, Change Management, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Google Sheets - Advanced Topics

    Skills you'll gain: Google Sheets, Spreadsheet Software, Google Workspace, Google Docs, Data Validation, Data Visualization, Productivity Software, Data Sharing, Data Integration, Automation

    4.7
    Rating, 4.7 out of 5 stars
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    448 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Tensorflow, Machine Learning Methods, Regression Analysis, Model Training, Scripting Languages, Computer Programming

    Beginner · Course · 3 - 6 Months

  • Status: New
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    EDUCBA

    Risk Management and Financial Analysis

    Skills you'll gain: Risk Modeling, Risk Analysis, Strategic Decision-Making, Strategic Thinking, Operational Risk, Credit Risk, Financial Modeling, Risk Management, Portfolio Risk, Corporate Strategy, Financial Analysis, Analysis, Finance, Business, Decision Making, Banking, Statistics, Probability, Environment, Design

    Beginner · Specialization · 3 - 6 Months

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    Hugging Face

    Building AI Apps with Hugging Face Spaces and Gradio

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Deployment, Transfer Learning, UI Components, Real Time Data, Data Preprocessing, Model Evaluation, Application Design, Event-Driven Programming, Model Training, Cloud Deployment, Applied Machine Learning, AI Workflows, Large Language Modeling, Application Deployment, Data Processing, Application Programming Interface (API), User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Literacy, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced AI Techniques for the Supply Chain: LearnQuest
  • Technical Analysis and Trading Strategies: EDUCBA
  • AI-Powered Marketing & CRM: Coursera
  • Introduction to Networking: NVIDIA
  • Apply Advanced Statistical Modeling Using SPSS: EDUCBA
  • Pensamiento sistémico: Universidad Nacional Autónoma de México
  • Professional HRM Mastery: Coursera
  • Google Sheets - Advanced Topics: Google Cloud
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Risk Management and Financial Analysis: EDUCBA

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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