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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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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 5

    Skills you'll gain: Firewall, Network Security, Linux, Linux Administration, Linux Servers, Network Administration, Security Controls, Hardening, Ubuntu, Linux Commands, File Management, System Configuration, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Containerization, Data Management, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Code and framework based agent development

    Skills you'll gain: Prompt Patterns, LangChain, Microsoft Copilot, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Agentic systems, Secure Coding, Authorization (Computing), Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Complete Strapiâ„¢ Course with Plugins and Deployment

    Skills you'll gain: Content Management Systems, Authentications, Role-Based Access Control (RBAC), Application Deployment, Authorization (Computing), Content Management, Restful API, API Design, Development Environment, TypeScript, UI Components, JavaScript Frameworks, Web Analytics and SEO, Query Languages, Node.JS, Web Applications, Business Logic, Package and Software Management, Application Programming Interface (API), Software Architecture

    Intermediate · Specialization · 1 - 3 Months

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    Pearson

    (SSCP) Systems Security Certified Practitioner: Unit 6

    Skills you'll gain: Endpoint Security, Mobile Security, Cloud Security, Application Security, Malware Protection, Information Systems Security, Virtual Machines, Virtualization, Data Security, Firewall, Intrusion Detection and Prevention, Security Awareness, Containerization, User Provisioning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Deutsch

    Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning Methods, MLOps (Machine Learning Operations), Data Quality

    Intermediate · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 5

    Skills you'll gain: File Systems, Linux Administration, Linux, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, Operating Systems, System Configuration, Command-Line Interface, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Finalizing the Windmill and Integrating with Unreal Engine 5

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animations, Computer Graphics, Video Game Development

    Advanced · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 4

    Skills you'll gain: Linux Administration, Linux, Operating System Administration, TCP/IP, Authorization (Computing), System Configuration, Hardening, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, User Accounts, Service Management, OS Process Management

    Intermediate · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Leadership in Transitions: Competences in Just Transitions

    Skills you'll gain: Empathy, Collaboration, Organizational Leadership, Initiative and Leadership, Sustainable Systems, Governance, Corporate Sustainability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Unreal Engine Blueprints-Foundations and Practical Mechanics

    Skills you'll gain: Unreal Engine, Video Game Development, Game Design, Animation and Game Design, Scripting, Virtual Environment, Event-Driven Programming

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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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
  • Certified Kubernetes Administrator (CKA): Unit 4: Pearson
  • Code and framework based agent development: Microsoft
  • The Complete Strapiâ„¢ Course with Plugins and Deployment: Packt
  • (SSCP) Systems Security Certified Practitioner: Unit 6: Pearson
  • Responsible AI for Developers: Fairness & Bias - Deutsch: Google Cloud
  • CompTIA Linux+ XK0-005: Unit 5: Pearson
  • Finalizing the Windmill and Integrating with Unreal Engine 5: Packt
  • CompTIA Linux+ XK0-005: Unit 4: Pearson
  • Leadership in Transitions: Competences in Just Transitions: Erasmus University Rotterdam

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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