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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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    EDUCBA

    TIBCO BW: Install, Integrate & Automate

    Skills you'll gain: Integration Testing, Middleware, Data Integration, Business Process Automation, Software Installation, Property Management Systems, System Configuration, Application Development, Development Testing

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Database

    Skills you'll gain: Amazon DynamoDB, NoSQL, Database Management Systems, Databases, Database Architecture and Administration, Redis, Data Store, Relational Databases, Database Management, Operational Databases, Real Time Data, Database Design, Performance Tuning, Transaction Processing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    University of Washington

    Guided Website Development Project

    Skills you'll gain: Web Content Accessibility Guidelines, Browser Compatibility, User Story, HTML and CSS, GitHub, Microsoft Copilot, Web Development, Web Design and Development, Web Design, Application Deployment, Responsive Web Design, Git (Version Control System), AI Workflows, Front-End Web Development, Development Testing, Debugging, User Requirements Documents, Functional Requirement, Semantic Web

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to Programming with C#12 and .NET8

    Skills you'll gain: Version Control, Object Oriented Programming (OOP), C# (Programming Language), Microsoft Visual Studio, Development Environment, Program Development, Integrated Development Environments, Computer Programming, Programming Principles

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Unreal Engine: Design & Implement Landscapes for Games

    Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Design Strategies, Computer Graphics, System Configuration

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Houdini Soft Body Dynamics: Design & Simulate

    Skills you'll gain: Video Game Development, 3D Assets, Animations, Visualization (Computer Graphics), Simulations, Virtual Environment, Scripting

    Mixed · Course · 1 - 4 Weeks

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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 Threat Intelligence, Threat Management, Zero Trust Network Access, MITRE ATT&CK Framework, Security Management, Cyber Security Policies, Security Awareness, Security Information and Event Management (SIEM), Human Factors (Security), Security Controls, Endpoint Security, User Accounts, General Data Protection Regulation (GDPR)

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    MLOps with Vertex AI: Manage Features - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Modeling, Data Storage, Data Processing, DevOps, Data Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Digital Identity & Security – Introduction to PKI

    Skills you'll gain: Key Management, Network Security, Digital Communications, Hardware Architecture

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4

    Skills you'll gain: Wide Area Networks, Network Troubleshooting, Network Monitoring, Software-Defined Networking, Virtual Networking, Network Performance Management, Firewall, Amazon Web Services, Cloud Services, Software As A Service, TCP/IP, Cloud Technologies, Network Security, Intrusion Detection and Prevention

    Beginner · Course · 1 - 4 Weeks

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    Packt

    JavaScript Prototypes 2025 – The Complete Course

    Skills you'll gain: Prototyping, Object Oriented Programming (OOP), JavaScript Frameworks, Software Design Patterns, Software Design, Maintainability, Software Architecture

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Unity Game Development: Beginner to Intermediate

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Animations, Object Oriented Programming (OOP), User Interface (UI), Software Development Tools, C# (Programming Language), Scripting, Debugging

    Mixed · Course · 1 - 4 Weeks

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

  • TIBCO BW: Install, Integrate & Automate: EDUCBA
  • AWS: Database: Whizlabs
  • Guided Website Development Project: University of Washington
  • Introduction to Programming with C#12 and .NET8: Packt
  • Unreal Engine: Design & Implement Landscapes for Games: EDUCBA
  • Houdini Soft Body Dynamics: Design & Simulate: EDUCBA
  • Foundations of Cybersecurity Operations: Starweaver
  • MLOps with Vertex AI: Manage Features - Português Brasileiro: Google Cloud
  • Digital Identity & Security – Introduction to PKI: Packt
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4: Pearson

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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