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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


  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Modeling Risk and Realities

    Skills you'll gain: Risk Modeling, Risk Management, Mathematical Modeling, Statistical Modeling, Predictive Modeling, Risk Analysis, Simulation and Simulation Software, Statistical Methods, Probability Distribution, Statistics, Data-Driven Decision-Making, Decision Making, Statistical Hypothesis Testing, Statistical Analysis, Model Optimization, Microsoft Excel, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Technical Analysis for Stock Trading

    Skills you'll gain: Technical Analysis, Data Visualization Software, Chart.js, Market Trend, Financial Trading, Market Dynamics, Market Data, Securities Trading, Resource Allocation, Financial Market, Financial Planning, Market Liquidity, Trend Analysis, Market Analysis, Technical Support, Analysis, Go To Market Strategy, Market Opportunities, Planning, Probability

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    K

    KodeKloud

    Linux Storage Management and LFCS Exam Prep

    Skills you'll gain: Linux Administration, Linux Servers, Linux, Linux Commands

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Understanding Generative AI Core Concepts

    Skills you'll gain: Prompt Engineering, Generative AI, GitHub Copilot, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Development Environment, AI literacy, Large Language Modeling, Software Development Tools, Microsoft Development Tools, Artificial Intelligence, Microsoft Visual Studio, Integrated Development Environments, Machine Learning, .NET Framework, Software Installation, Microsoft Azure

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    M

    Microsoft

    AI Strategy and Transformation Planning

    Skills you'll gain: AI Enablement, AI Product Strategy, Data Strategy, Strategic Leadership, Organizational Strategy, Responsible AI, Business Transformation, Technology Strategies, Digital Transformation, AI Security, Enterprise Architecture, Organizational Change, Risking, Culture Transformation, Feasibility Studies, Workforce Planning, Resource Allocation, Governance Risk Management and Compliance, Process Mapping, Data Governance

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Capstone Project

    Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, Statistical Reporting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Analysis, Time Series Analysis and Forecasting, R (Software), Markov Model, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Model Evaluation, Probability Distribution

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    Edureka

    Python Django for Beginners

    Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Full-Stack Web Development, Application Deployment, Back-End Web Development, Database Design, Web Components, Web Development, Data Modeling, Database Application, Web Applications, Web Frameworks, Python Programming, Authentications, Model View Controller, Databases, Application Development, Code Reusability, File I/O, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Observability & Metrics

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Azure DevOps Pipelines, DevOps, Grafana, Application Performance Management, CI/CD, Continuous Deployment, Performance Testing, DevSecOps, Event Monitoring, Test Tools, Solution Architecture, Operational Excellence, Dashboard Creation, Dashboard, Test Case, Performance Metric, Root Cause Analysis, Problem Management

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    ChatGPT - Usos y Estrategias

    Skills you'll gain: ChatGPT, Responsible AI, Prompt Engineering, AI literacy, Artificial Intelligence, Productivity, AI powered creativity, Generative AI, AI Integrations, Ethical Standards And Conduct, Digital pedagogy, Natural Language Processing, Content Creation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Model Evaluation, Regression Analysis, Verification And Validation, Feature Engineering, Plot (Graphics), Statistical Methods, Statistical Modeling, Scatter Plots, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Generative AI with Vertex AI: Build a customer chatbot

    Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), LLM Application, Large Language Modeling, Generative AI, Prompt Engineering, Natural Language Processing, Jupyter, Python Programming, Classification Algorithms

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    K

    Knowledge Accelerators

    Microsoft 365 Foundations: OneDrive, SharePoint & Files

    Skills you'll gain: File Management, Collaborative Software, Microsoft Teams, Document Management, Microsoft Office, Organizational Skills, Productivity Software, Document Control, File Systems, Workflow Management, Intranet, Data Sharing, Identity and Access Management, Internal Communications, Role-Based Access Control (RBAC), Business, Business Communication

    Beginner · Course · 1 - 3 Months

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

  • Modeling Risk and Realities: University of Pennsylvania
  • Technical Analysis for Stock Trading: EDUCBA
  • Linux Storage Management and LFCS Exam Prep: KodeKloud
  • Understanding Generative AI Core Concepts: Packt
  • AI Strategy and Transformation Planning: Microsoft
  • Bayesian Statistics: Capstone Project: University of California, Santa Cruz
  • Python Django for Beginners: Edureka
  • Observability & Metrics: Microsoft
  • ChatGPT - Usos y Estrategias: Tecnológico de Monterrey
  • Model Diagnostics and Remedial Measures: Illinois Tech

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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