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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

    Jupyter & Python: Visualize, Optimize & Accelerate

    Skills you'll gain: Matplotlib, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Jupyter, NumPy, Performance Tuning, Development Environment, Python Programming, Debugging

    Mixed · Course · 1 - 3 Months

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 5

    Skills you'll gain: Kubernetes, DevOps, YAML, Continuous Deployment, Application Programming Interface (API), Authorization (Computing), Application Deployment, Role-Based Access Control (RBAC), Application Security, Authentications, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Redux Official Course Tutorial Code Along for All Levels

    Skills you'll gain: JavaScript Frameworks, Frontend Performance, Real Time Data

    Beginner · Course · 1 - 3 Months

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    Packt

    Getting Technical with the Terminal

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Integration Testing, Application Development, Power Apps Component Framework, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, Scenario Testing, Solution Architecture, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Centered Design, Prototyping, UI/UX Research, Miro AI, Wireframing, User Research, Design Thinking

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    MS Teams – Guest Access and Collaboration Management

    Skills you'll gain: Microsoft Teams, Azure Active Directory, Collaborative Software, Identity and Access Management, Windows PowerShell, Remote Access Systems, System Configuration, Security Management, Configuration Management, Live Streaming

    Intermediate · Course · 1 - 4 Weeks

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    Fred Hutchinson Cancer Center

    Best Practices for Ethical Data Handling

    Skills you'll gain: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Institutional Review Board (IRB), Healthcare Ethics, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent, Encryption

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Affinity Photo: Beyond the Basics – Retouching Skills

    Skills you'll gain: Photo Editing, Photography, Image Quality, Computer Graphic Techniques

    Intermediate · Course · 1 - 3 Months

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    Packt

    Learn GitHub Flavored Markdown

    Skills you'll gain: GitHub, Hypertext Markup Language (HTML), Software Documentation, Technical Documentation, Version Control

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Unreal Engine Blueprints – AI & Game System Architecture

    Skills you'll gain: Unreal Engine, User Interface (UI), Data Persistence, Video Game Development, Game Design, Interactive Design, User Interface (UI) Design, Human Machine Interfaces, Animation and Game Design, System Testing, Development Testing, Artificial Intelligence, Debugging

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Scripting Languages, Debugging, Command-Line Interface, File I/O, Programming Principles

    Mixed · Course · 1 - 4 Weeks

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

  • Jupyter & Python: Visualize, Optimize & Accelerate: EDUCBA
  • Certified Kubernetes Application Developer (CKAD): Unit 5: Pearson
  • The Redux Official Course Tutorial Code Along for All Levels: Packt
  • Getting Technical with the Terminal: Packt
  • PL-400 Exam Preparation & Capstone: Real-World Projects: Board Infinity
  • Experience Essentials: Unlocking the UX Process with Miro: Coursera
  • MS Teams – Guest Access and Collaboration Management: Packt
  • Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
  • Affinity Photo: Beyond the Basics – Retouching Skills: Skillshare
  • Learn GitHub Flavored Markdown: Packt

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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