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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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    Coursera

    Implementing and Integrating 5G O-RAN Systems (Advanced)

    Skills you'll gain: Interoperability, Virtualization, Software-Defined Networking, Cloud-Native Computing, Network Troubleshooting, Network Planning And Design, Automation, Network Architecture, Network Performance Management, Wireless Networks, Real Time Data, Systems Integration

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    AppDynamics Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Data Mapping, Root Cause Analysis, Performance Metric, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Relational Database Administration (DBA)

    Skills you'll gain: Database Administration, Database Management, Database Architecture and Administration, Relational Databases, Operational Databases, Database Systems, IBM DB2, MySQL, Performance Tuning, PostgreSQL, Disaster Recovery, Data Storage Technologies, Database Design, System Monitoring, Role-Based Access Control (RBAC), User Accounts, Encryption

    4.5
    Rating, 4.5 out of 5 stars
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    257 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Oracle SQL Databases

    Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, PL/SQL, Database Design, Database Theory, Database Management Systems, Relational Databases, Database Management, Databases, Database Architecture and Administration, Data Storage, Transaction Processing, Stored Procedure, Data Management, Query Languages, Network Architecture, Diagram Design, Command-Line Interface, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    914 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Styling & JavaScript Essentials

    Skills you'll gain: Cascading Style Sheets (CSS), Web Design and Development, Scripting, Full-Stack Web Development, Object Oriented Programming (OOP), Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Secure AI Code & Libraries with Static Analysis

    Skills you'll gain: AI Security, Application Security, Secure Coding, DevSecOps, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Harnessing AI for Business Impact

    Skills you'll gain: Large Language Modeling, AI Enablement, ChatGPT, LLM Application, Responsible AI, Generative AI, Organizational Strategy, OpenAI API, Strategic Leadership, Market Research, Trend Analysis, OpenAI, Business Strategy, Real Time Data, Governance, Data-Driven Decision-Making, Artificial Intelligence, Data Ethics, Team Management, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    354 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft Power Platform Fundamentals PL-900 Exam Prep

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Power BI, Dashboard, No-Code Development, Data Visualization, Power Apps Component Framework, Business Intelligence, Business Process Automation, Application Development, Data Integration, Performance Analysis, Application Design, Automation, Data Security, Data Store, Business Process, Computing Platforms, Microsoft Teams, Data Analysis Software

    4.3
    Rating, 4.3 out of 5 stars
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    261 reviews

    Beginner · Specialization · 1 - 3 Months

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    MathWorks

    MathWorks Computer Vision Engineer

    Skills you'll gain: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    346 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Indian School of Business

    Trading Strategies in Emerging Markets

    Skills you'll gain: Financial Statements, Peer Review, Financial Statement Analysis, Financial Trading, Balance Sheet, Portfolio Management, Income Statement, Data Collection, Market Liquidity, Investment Management, Financial Analysis, Performance Analysis, Project Design, Market Analysis, Financial Market, Accruals, Business Planning, Securities Trading, Market Dynamics, Performance Measurement

    4.2
    Rating, 4.2 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    SkillUp

    Practice Test for CompTIA Data+ Certification

    Skills you'll gain: Exploratory Data Analysis

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Advanced · Course · 1 - 4 Weeks

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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging

    Beginner · Course · 1 - 3 Months

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

  • Implementing and Integrating 5G O-RAN Systems (Advanced): Coursera
  • AppDynamics Monitoring: Coursera
  • Relational Database Administration (DBA): IBM
  • Oracle SQL Databases: LearnQuest
  • Styling & JavaScript Essentials: Packt
  • Secure AI Code & Libraries with Static Analysis: Coursera
  • Harnessing AI for Business Impact: Coursera
  • Microsoft Power Platform Fundamentals PL-900 Exam Prep: Microsoft
  • MathWorks Computer Vision Engineer: MathWorks
  • Trading Strategies in Emerging Markets: Indian School of Business

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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