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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

    CompTIA Linux+ XK0-005: Unit 2

    Skills you'll gain: Linux Administration, User Accounts, Operating System Administration, Linux, File Systems, Systems Administration, Authorization (Computing), Security Controls, Data Storage, Identity and Access Management, File Management, System Configuration, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Features and Deployment

    Skills you'll gain: Leaflet (Software), React.js, Application Deployment, Application Development, Cloud Deployment, Web Development, Responsive Web Design, Interactive Design, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Visual Design of UI & Backends with AWS Amplify Studio

    Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Development Environment, JavaScript Frameworks, Web Applications, Amazon Web Services, User Interface (UI), Software Development Tools, Content Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    Managing Incident Response, IAM, and AWS Service Security

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Single Sign-On (SSO), Amazon Web Services, Cloud Security, Security Management, Incident Response, Amazon CloudWatch, Amazon Elastic Compute Cloud, Amazon S3, Multi-Factor Authentication, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    (SSCP) Systems Security Certified Practitioner: Unit 6

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

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Shiny for Python Ultimate - Web Development with Python

    Skills you'll gain: Shiny (R Package), User Interface (UI), Data Visualization Software, Interactive Data Visualization, Application Deployment, Web Applications, Front-End Web Development, Data Analysis, Back-End Web Development, Spatial Data Analysis, Web Development, Full-Stack Web Development, Python Programming, Application Development, Development Environment

    Intermediate · Course · 1 - 3 Months

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    Packt

    Intermediate Projects and Advanced UiPath Concepts

    Skills you'll gain: Web Scraping, Robotic Process Automation, Debugging, Business Process Automation, HR Tech, Test Automation, Automation, Workflow Management, Application Frameworks, Data Entry, Data Integration, Data Management, Employee Onboarding

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Hands-on BGP

    Skills you'll gain: Border Gateway Protocol, Routing Protocols, Multiprotocol Label Switching, Network Routing, Network Routers, Virtual Private Networks (VPN), Network Troubleshooting, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    生成 AI: 現在の状況を知る

    Skills you'll gain: Google Gemini, Responsible AI, Gemini, Google Cloud Platform, Generative AI, AI Enablement, Cloud Management, Cloud Infrastructure, Cloud Solutions, Model Deployment, Artificial Intelligence, MLOps (Machine Learning Operations), Innovation

    Beginner · Course · 1 - 3 Months

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    Coursera

    AI-Powered Design with Canva Magic Studio

    Skills you'll gain: Prompt Engineering, Canva (Software), AI Workflows, Content Creation, Generative AI, Quality Control, Creative Design, Artificial Intelligence, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    XHTML Practical - Case Study on XYZ Bank

    Skills you'll gain: Usability, Hypertext Markup Language (HTML), Front-End Web Development, User Experience Design, Browser Compatibility, User Interface (UI), User Interface (UI) Design, Semantic Web, Javascript, Debugging, Web Applications, Web Development, Development Testing

    Mixed · Course · 1 - 4 Weeks

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

  • CompTIA Linux+ XK0-005: Unit 2: Pearson
  • Advanced Features and Deployment: Packt
  • Visual Design of UI & Backends with AWS Amplify Studio: Packt
  • Managing Incident Response, IAM, and AWS Service Security: Packt
  • (SSCP) Systems Security Certified Practitioner: Unit 6: Pearson
  • Shiny for Python Ultimate - Web Development with Python: Packt
  • Intermediate Projects and Advanced UiPath Concepts: Packt
  • Hands-on BGP: Packt
  • 生成式 AI:剖析基本概念: Google Cloud
  • 生成 AI: 現在の状況を知る: Google Cloud

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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