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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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    Packt

    Cloud-Native – Microservices, Kubernetes & CI/CD

    Skills you'll gain: Infrastructure as Code (IaC), Istio, Terraform, Kubernetes, Serverless Computing, Cloud-Native Computing, Microservices, DevOps, Continuous Deployment, Amazon Web Services, API Gateway, Scalability, CI/CD, Application Deployment, Cloud Deployment, Restful API, Containerization, Amazon DynamoDB, Application Performance Management, Software Design

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Minnesota State University, Mankato

    Organizational Design

    Skills you'll gain: Employee Engagement, Organizational Change, Organizational Structure, Workflow Management, Business Workflow Analysis, Process Design, Organizational Development, Operational Excellence, Culture Transformation, Drive Engagement, Organizational Effectiveness, Communication Strategies, Business Process Improvement, Business Management, Workforce Management, Performance Improvement, Business Operations, Productivity, Decision Making, Strategic Thinking

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Packt

    React Developer Masterclass: From Beginner to Pro 2026

    Skills you'll gain: Middleware, React Redux, React.js, Code Reusability, Web Development Tools, Development Environment, Responsive Web Design, Software Design, Scalability, Application Programming Interface (API), Web Design and Development, HTML and CSS, Front-End Web Development, Maintainability, UI Components, Cascading Style Sheets (CSS), Frontend Performance, JavaScript Frameworks, Authorization (Computing), Data Validation

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    EDUCBA

    Apply XPathNavigator Techniques for XML Processing in .NET

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, .NET Framework, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Zero to Hero: Master Java SpringBoot & JPA with Projects

    Skills you'll gain: Spring Framework, Version Control, Spring Boot, Hibernate (Java), Object-Relational Mapping, GitHub, Git (Version Control System), Java Programming, Java, Software Configuration Management, Software Documentation, Development Environment, JUnit, Restful API, Application Performance Management, Model View Controller, Back-End Web Development, User Accounts, Authentications, Application Programming Interface (API)

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Packt

    JavaScript for Dynamic Web Development

    Skills you'll gain: Javascript, Event-Driven Programming, Web Development, HTML and CSS, Scripting, Web Applications, Hypertext Markup Language (HTML), Programming Principles, Front-End Web Development, Interactive Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Implement Password-Less Infrastructure with Puppet

    Skills you'll gain: Linux Administration, Linux Servers, User Provisioning, IT Automation, Code Reusability, Key Management, File Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Foundations of Python and Selenium WebDriver

    Skills you'll gain: Selenium (Software), File I/O, Object Oriented Programming (OOP), Test Automation, Software Testing, Test Script Development, Programming Principles, Web Development Tools, Code Reusability, Scripting, Python Programming, Automation, Development Environment, Data Structures

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    L&T EduTech

    Design of Hydropower Structures

    Skills you'll gain: Hydraulics, Structural Engineering, Civil Engineering, Hydrology, Water Resource Management, Water Resources, Structural Analysis, Construction, Energy and Utilities, Electric Power Systems, Engineering Analysis, Engineering Calculations, Engineering Design Process

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Plant Design & Economics

    Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Process Design, Operational Efficiency, Process Analysis, Process Optimization, Budgeting, Engineering Design Process, Process Management, Process Improvement and Optimization, Process Modeling, Occupational Safety And Health, Project Planning, Safety Standards, Performance Improvement, Simulation and Simulation Software, Operational Excellence

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Edureka

    Develop Intelligent AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Agentic Workflows, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Memory Management, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Document Management, Scalability, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Logical Operations

    PCAP: Python Input, Output, and String Handling

    Skills you'll gain: File I/O, Cross Platform Development, Operating Systems, File Systems, Development Environment, Scripting, File Management, Scripting Languages, Data Processing, Virtual Machines, Python Programming, Virtualization and Virtual Machines, Programming Principles, Computer Programming, Software Development

    Mixed · Course · 1 - 4 Weeks

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

  • Cloud-Native – Microservices, Kubernetes & CI/CD: Packt
  • Organizational Design: Minnesota State University, Mankato
  • React Developer Masterclass: From Beginner to Pro 2026: Packt
  • Apply XPathNavigator Techniques for XML Processing in .NET: EDUCBA
  • Zero to Hero: Master Java SpringBoot & JPA with Projects: Packt
  • JavaScript for Dynamic Web Development: Packt
  • Implement Password-Less Infrastructure with Puppet: EDUCBA
  • Foundations of Python and Selenium WebDriver: Packt
  • Design of Hydropower Structures: L&T EduTech
  • Plant Design & Economics: Coursera

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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