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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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    EDUCBA

    PySide2 Project - Employee Management Application

    Skills you'll gain: Application Development, User Interface (UI), Program Development, Software Development Life Cycle, UI Components, Data Management, User Interface (UI) Design, Software Design, File I/O, Application Design, Development Environment, Data Import/Export, Application Frameworks, Data Persistence

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze and Create Your AI Marketing Plan

    Skills you'll gain: Marketing Budgets, Marketing Planning, Marketing Strategies, Campaign Planning, Data-Driven Marketing, Marketing Effectiveness, Budgeting, Customer Analysis, Journey Mapping, AI Enablement, Customer Insights, Goal Setting, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Gemini, Google Gemini, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, AI Workflows, Artificial Intelligence, Model Training, Applied Machine Learning, Cloud Infrastructure, Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 3 Months

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    Packt

    AZ-900 Azure Fundamentals Crash Course

    Skills you'll gain: Cloud Services, Cloud Deployment, Infrastructure Architecture, Authorization (Computing), Software As A Service

    Beginner · Course · 1 - 3 Months

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    Amazon Web Services

    Salesforce on AWS - From Basics to Business Innovation-LATAM

    Skills you'll gain: Customer experience improvement, Salesforce, Operational Efficiency, Cloud-Based Integration, Technology Solutions, Operational Excellence, Business Solutions, Systems Integration, Amazon Web Services, Data Integration, Customer Engagement, Customer Service, Cloud Solutions

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Developing Solutions for Microsoft Azure (AZ-204)

    Skills you'll gain: Microsoft Azure, Azure Active Directory, Virtual Machines, Cloud Deployment, Cloud Applications, Cloud Development, Application Deployment, Virtualization and Virtual Machines, Authentications, Redis, Active Directory, Cloud Computing, Serverless Computing, Application Performance Management, Cloud Storage, NoSQL, Key Management, Data Storage Technologies, Cloud Security, Containerization

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Master AWS IoT: Build, Automate & Deploy Smart Systems

    Skills you'll gain: Internet Of Things, Network Protocols, Cloud Computing Architecture, Amazon Web Services, Cryptographic Protocols, Cloud Deployment, Cloud Engineering, Embedded Systems, TCP/IP, IT Automation, Cloud-Based Integration, Communication Systems, Python Programming, Authentications, Network Security, Program Development, System Configuration, Encryption, Software Installation, Real Time Data

    Beginner · Course · 1 - 3 Months

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    Coursera

    Financial Ratios: Analyze & Apply Key Metrics

    Skills you'll gain: Variance Analysis, Accounting, Financial Statements, Business Metrics, Financial Statement Analysis, Financial Acumen, Financial Analysis, General Accounting, Standard Accounting Practices, Performance Measurement, Generally Accepted Accounting Principles (GAAP), Financial Data, Cash Flows, Balance Sheet, Spreadsheet Software, Gross Profit, Performance Metric, Key Performance Indicators (KPIs), Excel Formulas, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    ¿Qué son los medios sociales?

    Skills you'll gain: Social Media Strategy, Social Media Marketing, Social Media, Customer Engagement, Social Media Analytics, Customer Relationship Building, Marketing, Driving engagement, Professional Networking, Data-Driven Marketing, Digital Transformation, Target Market, Target Audience, Community Development, Peer Review

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Handling Security Incidents Across Domains

    Skills you'll gain: Email Security, Incident Response, Computer Security Incident Management, Malware Protection, Cybersecurity, Network Security, Incident Management, Threat Detection, Distributed Denial-Of-Service (DDoS) Attacks, Wireless Networks, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Web Design and User Experience Engineering Part 1

    Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, Web Design, Web Design and Development, HTML and CSS, Web Content Accessibility Guidelines, User Interface (UI), Hypertext Markup Language (HTML), Front-End Web Development, User Interface and User Experience (UI/UX) Design, Javascript, Web Development, User Interface (UI) Design, Usability, Web Applications, Semantic Web, Event-Driven Programming, Data Validation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Managing NetApp Cloud Volumes ONTAP for Google Cloud with Advanced Tools

    Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Storage, Command-Line Interface, Data Storage, Capacity Management, Scalability, Data Management, Interoperability

    Advanced · Project · Less Than 2 Hours

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

  • PySide2 Project - Employee Management Application: EDUCBA
  • Analyze and Create Your AI Marketing Plan: Coursera
  • Introduction to AI and Machine Learning on GC - Italiano: Google Cloud
  • AZ-900 Azure Fundamentals Crash Course: Packt
  • Salesforce on AWS - From Basics to Business Innovation-LATAM: Amazon Web Services
  • Developing Solutions for Microsoft Azure (AZ-204): Packt
  • Master AWS IoT: Build, Automate & Deploy Smart Systems: EDUCBA
  • Financial Ratios: Analyze & Apply Key Metrics: Coursera
  • ¿Qué son los medios sociales?: Northwestern University
  • Handling Security Incidents Across Domains: 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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