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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Evaluation, Supervised Learning, Asset Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Employing Best Practices for Improving the Usability of LookML Projects

    Skills you'll gain: Looker (Software), Maintainability, Usability Testing, Exploratory Data Analysis, Data Dictionary, Data Literacy, Data Visualization, Data Analysis

    Intermediate · Project · Less Than 2 Hours

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    Packt

    Fundamentals of Oracle Database Performance Tuning

    Skills you'll gain: Oracle Databases, Performance Tuning, Operational Databases, System Monitoring, Database Management, SQL, Event Monitoring, Database Architecture and Administration

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Geliştiriciler için Üretken Yapay Zeka

    Skills you'll gain: Responsible AI, Prompt Engineering, AI Security, Google Gemini, Gemini, Prompt Patterns, Generative AI, Embeddings, Multimodal Prompts, AI Product Strategy, Model Deployment, Vector Databases, Keras (Neural Network Library), Generative Model Architectures, Cloud Security, Data Ethics, Application Security, Natural Language Processing, Recurrent Neural Networks (RNNs), Machine Learning

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Kennesaw State University

    Cybersecurity: Protecting your Information on the Go

    Skills you'll gain: Wireless Networks, Mobile Security, General Networking, Proxy Servers, Network Security, Cybersecurity, Virtual Private Networks (VPN), Computer Security Awareness Training, Data Security, Security Awareness, Remote Access Systems, Information Privacy, Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced Microservices Architecture, Deployment & Resilience

    Skills you'll gain: Microservices, CI/CD, Containerization, Serverless Computing, Docker (Software), Kubernetes, Event-Driven Programming, Transaction Processing, Cloud Deployment, Redis, Software Architecture, Distributed Computing, Scalability, Amazon Web Services, System Monitoring, Software Design Patterns, Data Integrity, Real Time Data

    Advanced · Course · 1 - 3 Months

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    Board Infinity

    Administering VMware vSphere: Setup and Configuration

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, vCenter Server Management, Role-Based Access Control (RBAC), vCenter Server, VMware ESX Servers, iSCSI Configuration, Event Monitoring, Virtual Machines, Virtualization, System Monitoring, Data Storage

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    TFX on Google Cloud Vertex Pipelines

    Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    Harvard Business Review

    Communicate with Polish

    Skills you'll gain: Presentations, Data Storytelling, Verbal Communication Skills, Public Speaking, Communication, Concision, Business Writing, Grammar, Storytelling, Organizational Skills

    Intermediate · Course · 1 - 4 Weeks

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    American Museum of Natural History

    The Solar System

    Skills you'll gain: Scientific Visualization, Physical Science, Environment, Physics, General Science and Research, Taxonomy, Scientific Methods, Biology, Chemistry

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Exam Prep: Google Certified Professional Cloud Architect

    Skills you'll gain: Cloud Computing Architecture, Google Cloud Platform, Looker (Software), Load Balancing, Dataflow, Kubernetes, Network Architecture, Data Migration, Data Infrastructure, Network Troubleshooting, Cloud Security, Network Monitoring, Cloud Applications, Virtual Networking, Cloud Storage, Cloud Infrastructure, Cloud Computing, Infrastructure as Code (IaC), Scalability, Key Management

    Advanced · Specialization · 1 - 3 Months

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    Dell

    Dell Technologies Establishing Your Sales Strategy

    Skills you'll gain: Sales Process, Prospecting and Qualification, Sales Pipelines, Technical Sales, Rapport Building, Sales, Customer Relationship Building, Sales Strategy, Data Centers, Customer Insights, Interviewing Skills, Sales Presentations, Information Technology, Relationship Building, Customer Relationship Management, Telecommunications, Big Data, Communication, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning for Smart Beta: Sungkyunkwan University
  • Employing Best Practices for Improving the Usability of LookML Projects: Google Cloud
  • Fundamentals of Oracle Database Performance Tuning: Packt
  • GeliÅŸtiriciler için Üretken Yapay Zeka: Google Cloud
  • Cybersecurity: Protecting your Information on the Go: Kennesaw State University
  • Advanced Microservices Architecture, Deployment & Resilience: Packt
  • Administering VMware vSphere: Setup and Configuration: Board Infinity
  • TFX on Google Cloud Vertex Pipelines: Google Cloud
  • Communicate with Polish: Harvard Business Review
  • The Solar System: American Museum of Natural History

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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