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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


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    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Systems Analysis, Data Flow Diagrams (DFDs), Application Design

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Real-Time Operating Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Automation Engineering, Program Development, Automation, Simulations, System Monitoring, Electrical Wiring, Computational Logic, Simulation and Simulation Software, User Interface (UI) Design, Network Troubleshooting, User Feedback

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Build Deep Learning Models with TensorFlow

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    ML Pipelines on Google Cloud - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, CI/CD, Apache Airflow, Tensorflow, Data Pipelines, Kubernetes, Model Deployment, AI Orchestration, Metadata Management, AI Workflows, Model Evaluation, Containerization, Scalability

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Internet of Things V2: Setting up and Using Cloud Services

    Skills you'll gain: Cloud Development, Cloud Computing Architecture, Cloud Computing, Amazon Web Services, Cloud Infrastructure, Cloud Services, Internet Of Things, Amazon Elastic Compute Cloud, Linux Administration, Software Installation, Embedded Systems, Machine Learning, Command-Line Interface, Restful API

    4.6
    Rating, 4.6 out of 5 stars
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    42 reviews

    Mixed · Course · 1 - 4 Weeks

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    A

    Association of International Certified Professional Accountants

    Blockchain Evolution and Technology Concepts

    Skills you'll gain: Key Management, Blockchain, Digital Assets, FinTech, Emerging Technologies, Cryptography, Encryption, Distributed Computing, Transaction Processing, Data Security

    4.7
    Rating, 4.7 out of 5 stars
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    134 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Google Workspace Troubleshooting

    Skills you'll gain: Google Workspace, Gmail, Technical Support, Email Security, Technical Communication, Debugging, Data Access, Cloud Storage, Security Controls, Event Monitoring, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    Xi'an Jiaotong University

    系统平台与计算环境

    Skills you'll gain: Operating Systems, Microsoft Office, Computer Networking, Computer Systems, Network Architecture, Theoretical Computer Science, Computer Science, General Networking, Computer Architecture, Network Protocols, Computational Logic, Computing Platforms, Computer Hardware, Data Storage, File Management

    3.9
    Rating, 3.9 out of 5 stars
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    35 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Create website videos with Canva

    Skills you'll gain: Product Demonstration, Web Content, Video Production, Presentations, Marketing Materials, Graphic Design, Data Visualization, Company, Product, and Service Knowledge, Video Editing, Web Design, Team Oriented, Storytelling, Content Marketing

    4.5
    Rating, 4.5 out of 5 stars
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    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Whizlabs

    Exam Prep CKA: Certified Kubernetes Administrator

    Skills you'll gain: Kubernetes, Docker (Software), Network Troubleshooting, Containerization, CI/CD, Application Deployment, Cloud Deployment, YAML, Scalability, Cloud Computing Architecture, Virtual Networking, Role-Based Access Control (RBAC), Network Monitoring, System Monitoring, Configuration Management, Debugging, Data Persistence

    3.2
    Rating, 3.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Create a Targeted Ad With Facebook Audience Insights

    Skills you'll gain: Target Audience, Facebook, Advertising, Online Advertising, Social Media Campaigns, Paid media, Marketing, Social Media, Customer Data Management, Digital Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    59 reviews

    Advanced · Guided Project · Less Than 2 Hours

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    U

    University of Cape Town

    How Entrepreneurs in Emerging Markets can master the Blockchain Technology

    Skills you'll gain: Blockchain, Cryptography, FinTech, Emerging Technologies, Machine Learning, Financial Data, Artificial Intelligence, Financial Systems, Supervised Learning, Information Privacy, Entrepreneurship, Technology Strategies, Unsupervised Learning, Data Integrity, Distributed Computing, Data Management, Reinforcement Learning

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Systems Architecture  : IBM
  • Learn PLC and HMI from Scratch (Basic): Packt
  • Analyze and Build Deep Learning Models with TensorFlow: EDUCBA
  • ML Pipelines on Google Cloud - Français: Google Cloud
  • Internet of Things V2: Setting up and Using Cloud Services: University of California San Diego
  • Blockchain Evolution and Technology Concepts: Association of International Certified Professional Accountants
  • Google Workspace Troubleshooting: Google Cloud
  • 系统平台与计算环境: Xi'an Jiaotong University
  • Create website videos with Canva: Coursera
  • Exam Prep CKA: Certified Kubernetes Administrator: Whizlabs

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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