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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


  • Status: Free Trial
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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 5

    Skills you'll gain: Firewall, Network Security, Linux, Linux Administration, Security Controls, Hardening, Ubuntu, Linux Commands, File Management, Authorization (Computing), File Systems, System Configuration, Endpoint Security, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Status: Free Trial
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    Packt

    Foundations of AWS and Core Concepts

    Skills you'll gain: AWS Identity and Access Management (IAM), Cloud Computing Architecture, Network Architecture, Amazon Web Services, Cloud Infrastructure, Cloud Solutions, IT Security Architecture, Identity and Access Management, Network Planning And Design, Solution Architecture, Security Management, Virtual Networking, Infrastructure Architecture, Network Infrastructure, Network Routing, Cloud Security, Cloud Services, Application Design, Cloud Management, Network Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Terraform in AWS from Basics to Guru: Unit 3

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Amazon Web Services, Cloud Infrastructure, Cloud Computing, Cloud Platforms, Multi-Cloud, Microsoft Azure, Public Cloud, Google Cloud Platform, Code Reusability, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Nmap

    Skills you'll gain: Vulnerability Scanning, Penetration Testing, Network Monitoring, Network Security, Vulnerability Assessments, Network Administration, Security Testing, Network Protocols, Network Analysis, TCP/IP, File Transfer Protocol (FTP), Network Infrastructure, Software Installation, Ubuntu, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Software Quality Control and Management Part 1

    Skills you'll gain: Software Quality Assurance, Software Quality (SQA/SQC), Quality Assurance, Test Automation, Software Testing, Test Tools, Security Testing, Verification And Validation, Browser Compatibility, Agile Methodology, Selenium (Software), Performance Testing, Test Script Development, Software Development Life Cycle, Application Security, Agile Software Development, DevOps, Development Testing, Scaled Agile Framework, Cyber Security Assessment

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Intermediate Python and OOP

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Unit Testing, File I/O, Algorithms, Test Case, Computer Programming, Test Tools, Python Programming, Debugging, Software Testing, File Management, Data Science, Context Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Edureka

    Unit Testing & Test-Driven Development

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Script Development, Behavior-Driven Development, API Testing, Code Coverage, Development Testing, Software Testing, Test Automation, Test Tools, Test Planning, Test Case, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, API Design, Application Programming Interface (API), Event-Driven Programming, Mockups, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Introduction to Chatbots - Build Your First AI Assistant

    Skills you'll gain: Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Large Language Modeling, Generative AI, Application Deployment, AI Workflows, AI Personalization, AI Integrations, Application Development, Software Architecture, AI literacy, Software Development Tools, Software Installation

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    Koç University

    KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS

    Skills you'll gain: Numerical Analysis, Calculus, Applied Mathematics, Integral Calculus, Mathematical Software, Mathematical Theory & Analysis, Derivatives

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Serverless Computing, Model Deployment, Generative AI, Cloud Applications, AI Integrations, Model Optimization, Applied Machine Learning, Containerization, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Career Transition Strategies - Moving into a New Industry

    Skills you'll gain: Constructive Feedback, B2B Sales, Growth Mindedness, Consulting, AI literacy, Planning, Business Relationship Management, Professionalism, Strategic Decision-Making

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    H2O.ai

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, User Interface (UI), Development Environment, AI Integrations, Interactive Design, Cloud Deployment, Generative AI, Application Deployment, AI literacy, Cloud Development, Application Frameworks

    Intermediate · Course · 1 - 3 Months

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

  • Linux Foundation Certified System Administrator (LFCS): Unit 5: Pearson
  • Foundations of AWS and Core Concepts: Packt
  • Terraform in AWS from Basics to Guru: Unit 3: Pearson
  • Nmap: Packt
  • Software Quality Control and Management Part 1: Northeastern University
  • Intermediate Python and OOP: Packt
  • Unit Testing & Test-Driven Development: Edureka
  • Introduction to Chatbots - Build Your First AI Assistant: Packt
  • KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS: Koç University
  • Cloud Run으로 AI 모델 배포 및 확장하기: 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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