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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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    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

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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: Free Trial
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    Advancing Women in Tech

    Real-World Cybersecurity Leadership

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Vendor Management, Cross-Functional Team Leadership, Vendor Relationship Management, Business Priorities, Cost Management, Computer Security Awareness Training, Security Management, Information Systems Security, Security Strategy, Strategic Leadership, Leadership and Management, Risk Management, Business Metrics, Team Leadership, Compliance Auditing, Business Communication, Information Technology, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 3 - 6 Months

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    University of Illinois Urbana-Champaign

    Memory Foundations in C++

    Skills you'll gain: Memory Management, C++ (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    Packt

    JUnit and Mockito Unit Testing for Java Developers

    Skills you'll gain: JUnit, Unit Testing, IntelliJ IDEA, Apache Maven, Software Testing, Test Case, Java Programming, Integrated Development Environments, Test Automation, Java, Build Tools, Software Architecture

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pittsburgh

    Data Visualization Fundamentals in Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Statistical Visualization, Graphing, Data Analysis, Graphic and Visual Design, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnKartS

    Program Management Process

    Skills you'll gain: Program Management, Project Controls, Cost Management, Earned Value Management, Risk Analysis, Process Management, Risk Management, Program Implementation, Project Schedules, Project Closure, Project Management Institute (PMI) Methodology, Risk Management Framework, Cost Estimation, Business Risk Management, Procurement, Communication Planning, Financial Management, Contract Management, Scheduling, Quality Management

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Introduction to Python and Google Colab Fundamentals

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Program Development, Object Oriented Programming (OOP), Computer Programming Tools, Scripting, Scripting Languages, Computational Logic, Jupyter

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apply Ansible to Automate End-to-End Software Deployment

    Skills you'll gain: Ansible, Application Deployment, Cloud Deployment, Devops Tools, IT Automation, Configuration Management, Infrastructure as Code (IaC), Application Servers, YAML, Package and Software Management, Web Servers, Cloud Infrastructure

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Skillshare

    Mastering Adobe Photoshop CC: Neon, Duotone & Posters

    Skills you'll gain: Adobe Photoshop, Layout Design, Graphic and Visual Design, Graphic Design, Computer Graphic Techniques, Creative Design, Typography, Design, Color Theory

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Embracing a Skills-First Mindset

    Skills you'll gain: People Development, Growth Mindedness, Organizational Development, Resourcefulness, Willingness To Learn, AI Enablement, Lifelong Learning, Training and Development, Personal Development, Meditation & Breathwork, Open Mindset, Leadership Development, Process Development, Mindfulness

    Intermediate · Course · 1 - 3 Months

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

  • Foundations of AWS and Core Concepts: Packt
  • React Developer Masterclass: From Beginner to Pro 2026: Packt
  • Real-World Cybersecurity Leadership: Advancing Women in Tech
  • Memory Foundations in C++: University of Illinois Urbana-Champaign
  • JUnit and Mockito Unit Testing for Java Developers: Packt
  • Data Visualization Fundamentals in Python: University of Pittsburgh
  • Program Management Process: LearnKartS
  • Grow Trees & Powerful Ensembles: Coursera
  • Introduction to Python and Google Colab Fundamentals: Packt
  • Apply Ansible to Automate End-to-End Software Deployment: EDUCBA

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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