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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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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Cloud Deployment, Deep Learning, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Red Hat

    Fundamentals of Red Hat JBoss EAP

    Skills you'll gain: Application Servers, Data Migration, Enterprise Application Management, Java Platform Enterprise Edition (J2EE), Servers, Java, Application Deployment, Software Installation, Configuration Management, Identity and Access Management, Command-Line Interface, System Configuration, Authentications

    Beginner · Course · 1 - 3 Months

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    Packt

    Secure Networking in Azure

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Network Administration, Network Routing, Cloud Security, Firewall, Virtual Networking, Wide Area Networks, Network Monitoring, Encryption, Load Balancing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Python Features and Functions

    Skills you'll gain: Software Design Patterns, Functional Design, Programming Principles

    Intermediate · Course · 3 - 6 Months

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    Xi'an Jiaotong University

    .Net平台下的软件开发技术毕业项目

    Skills you'll gain: Database Design, System Testing, User Interface (UI) Design, .NET Framework, Software Testing, Databases, ASP.NET, C# (Programming Language), Web Applications, Application Development, Software Development, SQL

    Mixed · Course · 1 - 3 Months

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    Packt

    Mastering Salesforce Experience Cloud

    Skills you'll gain: Salesforce, Salesforce Development, Marketing Automation, User Experience, Content Management, UI Components, Authentications, Cloud Development, Customer Service, Customer Communications Management, Cloud Management, Process Mapping, Cloud Services, Encryption, Business Strategy

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Networking in Google Cloud: Defining and Implementing Networks 日本語版

    Skills you'll gain: Load Balancing, Virtual Networking, Google Cloud Platform, Network Architecture, General Networking, Identity and Access Management, Network Security, Virtual Machines, Data Sharing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Beginning Security

    Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Application Security, Data Security, Cybersecurity, Cyber Attacks, Web Applications, Threat Detection, Security Awareness, Vulnerability Management, Encryption, Authentications, Authorization (Computing), PHP (Scripting Language)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Hootsuite pour les débutants

    Skills you'll gain: Content Performance Analysis, Social Media Content, Social Media Marketing, Social Media Management, Social Media, Scheduling, Digital Marketing, User Accounts

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Monitoring and Managing Bigtable Health and Performance

    Skills you'll gain: Cloud Management, Google Cloud Platform, Operational Databases, Data Management, Database Management, NoSQL, Data Storage Technologies, System Monitoring, Disaster Recovery, Scalability

    Beginner · Project · Less Than 2 Hours

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    Packt

    Advanced jQuery Techniques and Interactivity

    Skills you'll gain: jQuery, Javascript and jQuery, Animations, Debugging, UI Components, Event-Driven Programming, Responsive Web Design, Web Applications, Interactive Design, HTML and CSS, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    Foundations of Cybersecurity Operations

    Skills you'll gain: Threat Detection, Identity and Access Management, Incident Response, Cybersecurity, Cyber Attacks, Cyber Security Strategy, Threat Management, Zero Trust Network Access, MITRE ATT&CK Framework, Security Management, Cyber Security Policies, Security Awareness, Security Information and Event Management (SIEM), Security Controls, Endpoint Security, User Accounts, General Data Protection Regulation (GDPR)

    Beginner · Course · 1 - 3 Months

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

  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Fundamentals of Red Hat JBoss EAP: Red Hat
  • Secure Networking in Azure: Packt
  • Advanced Python Features and Functions: Packt
  • .Net平台下的软件开发技术毕业项目: Xi'an Jiaotong University
  • Mastering Salesforce Experience Cloud: Packt
  • Networking in Google Cloud: Defining and Implementing Networks 日本語版: Google Cloud
  • Beginning Security: Packt
  • Hootsuite pour les débutants: Coursera
  • Monitoring and Managing Bigtable Health and Performance: Google Cloud

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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