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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


  • C

    Coursera

    Advanced Architectures in Embedded Software Design

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Software Architecture, Embedded Systems, Systems Architecture, Software Systems, Software Design, Application Design, Software Design Patterns, Maintainability, Performance Tuning, Safety Assurance, Interoperability, Real Time Data, Secure Coding, Scalability, Design Strategies

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Automation Frameworks and Continuous Integration

    Skills you'll gain: GitHub, Jenkins, Git (Version Control System), Version Control, Selenium (Software), CI/CD, Test Automation, JUnit, Test Data, Unit Testing, Test Case, Software Testing, Regression Testing, Debugging

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Object Oriented Design, Software Design Patterns, Programming Principles, Data Persistence, Algorithms, Simulations

    Advanced · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Futuro de los datos y la tecnología - Echar un vistazo

    Skills you'll gain: Large Language Modeling, Image Analysis, Real Time Data, Computer Vision, Advanced Analytics, AI Enablement, Reinforcement Learning, Data Analysis, Data-Driven Decision-Making, Artificial Intelligence, Analysis, Machine Learning, Automation, Data Presentation, Natural Language Processing, Supervised Learning, Innovation

    Beginner · Course · 1 - 4 Weeks

  • U

    Università di Napoli Federico II

    Robotics Foundations I - Robot Modelling

    Skills you'll gain: Robotics, Simulation and Simulation Software

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Number Sense for Primary Education with PhET Simulations

    Skills you'll gain: Teaching, Pedagogy, Lesson Planning, Mathematics Education, Multilingualism, Education Software and Technology, Simulations, Mathematical Modeling, Cultural Responsiveness

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Architect Reusable AI Agent Systems

    Skills you'll gain: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Engineering Data Ecosystems: Pipelines, ETL, Spark

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Processing, Data Warehousing, Data Management, Data Architecture, Database Design, Scalability

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Master Java Unit Testing with Spring Boot and Mockito

    Skills you'll gain: Unit Testing, JUnit, Integration Testing, Restful API, Test Driven Development (TDD), Software Testing, Java Programming, Hibernate (Java), Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Peruana de Ciencias Aplicadas

    Urban Landscapes of Care - Designing child friendly cities

    Skills you'll gain: Child Development, Community Development, Working With Children, Social Impact, Human Centered Design, Qualitative Research, Sustainable Development, Graphical Tools, Design Strategies, Design, Program Evaluation, Empathy

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    .NET 8 Microservices – DDD, CQRS & Clean Architecture

    Skills you'll gain: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Software Development, Web Development

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Amsterdam

    Try RRI! A guide for Responsible Research and Innovation

    Skills you'll gain: Science and Research, Research, Social Impact, Innovation, Case Studies, Open Mindset, Stakeholder Engagement, Empathy & Emotional Intelligence, Collaboration, Diversity and Inclusion

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

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

  • Advanced Architectures in Embedded Software Design: Coursera
  • Advanced Automation Frameworks and Continuous Integration: Packt
  • Advanced C++ Features and Data Structures: Packt
  • Futuro de los datos y la tecnología - Echar un vistazo : Real Madrid Graduate School Universidad Europea
  • Robotics Foundations I - Robot Modelling: Università di Napoli Federico II
  • Number Sense for Primary Education with PhET Simulations: University of Colorado Boulder
  • Architect Reusable AI Agent Systems: Coursera
  • Engineering Data Ecosystems: Pipelines, ETL, Spark: Coursera
  • Master Java Unit Testing with Spring Boot and Mockito: Packt
  • Urban Landscapes of Care - Designing child friendly cities: Universidad Peruana de Ciencias Aplicadas

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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