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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Business Process Automation, Tool Calling, AI Enablement, Application Programming Interface (API), AI Personalization, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), File I/O

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    TIBCO BW Integration: Design, Implement & Test

    Skills you'll gain: File Transfer Protocol (FTP), Transaction Processing, Integration Testing, Data Integration, Data Mapping, Data Validation, Test Case, Middleware, Systems Integration, Databases

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Mempercepat pertukaran pengetahuan dengan Agentspace

    Skills you'll gain: Google Gemini, Data Storage, Data Store, Data Access, AI Enablement, Enterprise Application Management, OAuth, Identity and Access Management, Data Integration, AWS Identity and Access Management (IAM), Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    No-Code AI Foundations for Business Professionals

    Skills you'll gain: AI Enablement, No-Code Development, Business Transformation, Digital Transformation, Change Management, Business Process Automation, Business Analysis, Responsible AI, Business Communication, Technical Communication, Automation, Stakeholder Engagement

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources, Workforce Planning, Talent Management, Organizational Effectiveness, Analytics, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Network Analysis, Employee Retention, Performance Management, Collaboration, Data Analysis, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    6.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Systems and Solutions Architect Capstone Project

    Skills you'll gain: Cloud-Native Computing, Enterprise Architecture, CI/CD, Cloud Applications, Unified Modeling Language, Microservices, Cloud Infrastructure, Cloud Computing, Docker (Software), Data Modeling, Requirements Analysis, Software Systems, Architectural Design, Software Development Life Cycle, Stakeholder Engagement, Application Programming Interface (API), Database Design, Database Management, Data Governance, SQL

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Database Management Essentials

    Skills you'll gain: Database Design, Relational Databases, Data Modeling, Database Management Systems, Database Management, Oracle Databases, SQL, Data Integrity, PostgreSQL, Conceptual Design

    4.6
    Rating, 4.6 out of 5 stars
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    3.4K reviews

    Intermediate · Course · 1 - 3 Months

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    CertNexus

    IoT Security: Privacy, Software, and Physical Security

    Skills you'll gain: Application Security, Patch Management, Data Security, Information Systems Security, Cloud Security, Cybersecurity, Cyber Attacks, Internet Of Things, Mobile Security, Hardening, Personally Identifiable Information, General Data Protection Regulation (GDPR), Network Security, Information Privacy, Vulnerability Management, Release Management, Data Storage, Operating Systems, Cloud Services, Cloud Platforms

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Collaborate and Code: GitHub with Python and Jupyter

    Skills you'll gain: Version Control, GitHub, Jupyter, Git (Version Control System), Generative AI, Software Documentation, Automation

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Data Import/Export, Microsoft Excel, Regression Analysis, Data Validation, Data Visualization, Spreadsheet Software, Data Management, Excel Macros, Data Cleansing, Excel Formulas, Statistical Modeling, Financial Analysis, Productivity Software, Predictive Modeling, Data Sharing, Financial Modeling, Analysis, Mathematical Modeling, Complex Problem Solving, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Programming Principles, Data Import/Export, Microsoft Excel, Problem Solving, Computer Programming, Spreadsheet Software, Simulations, Code Review, Algorithms, UI Components, Debugging, Data Management, User Interface (UI), File I/O, Data Cleansing, Automation, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
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    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University at Buffalo

    Blockchain

    Skills you'll gain: Blockchain, Test Driven Development (TDD), Cryptography, Development Testing, Application Development, Transaction Processing, Emerging Technologies, Integrated Development Environments, Software Architecture, Network Protocols, Encryption, Web Applications, Program Development, Distributed Computing, Application Programming Interface (API), Microsoft Azure, FinTech, Development Environment, Web Language, Web Development Tools

    4.6
    Rating, 4.6 out of 5 stars
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    9K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI for Developers: Unit 3: Pearson
  • TIBCO BW Integration: Design, Implement & Test: EDUCBA
  • Mempercepat pertukaran pengetahuan dengan Agentspace: Google Cloud
  • No-Code AI Foundations for Business Professionals: LearnQuest
  • People Analytics: University of Pennsylvania
  • Systems and Solutions Architect Capstone Project: IBM
  • Database Management Essentials: University of Colorado System
  • IoT Security: Privacy, Software, and Physical Security: CertNexus
  • Collaborate and Code: GitHub with Python and Jupyter: Coursera
  • Everyday Excel: University of Colorado Boulder

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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