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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


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    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Centered Design, Prototyping, Wireframing, User Research, Design Thinking, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer: Unit 8

    Skills you'll gain: Amazon S3, Amazon Web Services, Amazon DynamoDB, Data Storage, Command-Line Interface, Cloud Storage, Database Management, NoSQL, Databases, Database Administration, Routing Protocols, Operational Databases, Relational Databases, Network Routing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    LPIC-2 Linux Engineer (201-450)

    Skills you'll gain: Operating System Administration, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Packt

    MS Teams – Security, Compliance, and Advanced Administration

    Skills you'll gain: Microsoft Teams, Data Loss Prevention, Data Governance, Compliance Management, Role-Based Access Control (RBAC), Collaborative Software, Windows PowerShell, Security Management, Identity and Access Management, System Monitoring, System Configuration, Event Monitoring, Legal Technology

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Developing RAG Apps with LlamaIndex and JS

    Skills you'll gain: LLM Application, Full-Stack Web Development, JavaScript Frameworks, Node.JS, Application Development, Restful API, Development Environment, OpenAI, Data Management, API Design, Application Deployment, Data Storage, Data Integration

    Intermediate · Course · 1 - 3 Months

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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 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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    Packt

    Cyber Security Projects for Your Dream Job

    Skills you'll gain: Cybersecurity, ChatGPT, Infrastructure Security, Security Information and Event Management (SIEM), General Networking, Threat Detection, Incident Response, Cloud Security, System Configuration, Automation

    Beginner · Course · 1 - 3 Months

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    Packt

    Windows Terminal Skills

    Beginner · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 5

    Skills you'll gain: File Systems, Linux Administration, Linux, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, Operating Systems, System Configuration, Command-Line Interface, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Master Performance Optimization and Utilities in Teradata

    Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Learn Azure Serverless Functions in a Weekend

    Skills you'll gain: Microservices, Scalability, Microsoft SQL Servers, Cloud Computing Architecture, Microsoft Visual Studio, Application Deployment, Python Programming

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender Lighting & Compositing for Beginners

    Skills you'll gain: Computer Graphics, 3D Modeling, Photo/Video Production and Technology, Visualization (Computer Graphics), 3D Assets, Computer Graphic Techniques, Virtual Reality, Image Quality, Color Theory

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Experience Essentials: Unlocking the UX Process with Miro: Coursera
  • AWS Developer: Unit 8: Pearson
  • LPIC-2 Linux Engineer (201-450): Packt
  • MS Teams – Security, Compliance, and Advanced Administration: Packt
  • Developing RAG Apps with LlamaIndex and JS: Packt
  • Foundations of Cybersecurity Operations: Starweaver
  • Cyber Security Projects for Your Dream Job: Packt
  • Windows Terminal Skills: Packt
  • CompTIA Linux+ XK0-005: Unit 5: Pearson
  • Master Performance Optimization and Utilities in Teradata: Board Infinity

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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