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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Collaborative Software

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Houdini Procedural Modeling: Advanced Projects

    Skills you'll gain: Animations, 3D Modeling, Computer Graphics, Computational Logic, Programming Principles

    Mixed · Course · 1 - 3 Months

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    Packt

    Apple Device Deployment Projects – Hands-On Implementation

    Skills you'll gain: Apple software proficiency, Cloud Deployment, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    The Business of 3D Animation: Guide to Going Freelance

    Skills you'll gain: Invoicing, Animations, LinkedIn, Promotional Strategies, Marketing, Price Negotiation, Sales Presentation, Social Media Content, Professional Networking, Business Development

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Architect and Scale Robust Multi-Cloud AI Systems

    Skills you'll gain: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data Structures in JavaScript

    Skills you'll gain: JSON, Data Structures, Javascript, Application Programming Interface (API), Computer Programming, Object Oriented Programming (OOP), Debugging

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Market Research Case Study: Apply & Analyze

    Skills you'll gain: Market Research, Market Analysis, Competitive Analysis, Business Research, Market Intelligence, Global Marketing, Business Strategy, Strategic Marketing, Target Market, Consumer Behaviour, Performance Measurement, Report Writing, Analysis, Financial Acumen

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 日本語版

    Skills you'll gain: Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 日本語版

    Skills you'll gain: Image Analysis, Convolutional Neural Networks, Deep Learning, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · 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

    MS Teams – Security, Compliance, and Advanced Administration

    Skills you'll gain: Microsoft Teams, Data Loss Prevention, Data Governance, Compliance Management, Role-Based Access Control (RBAC), Collaborative Software, Windows PowerShell, Security Management, Identity and Access Management, System Monitoring, System Configuration, Event Monitoring, Legal Technology

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

  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Houdini Procedural Modeling: Advanced Projects: EDUCBA
  • Apple Device Deployment Projects – Hands-On Implementation: Packt
  • The Business of 3D Animation: Guide to Going Freelance: Skillshare
  • Architect and Scale Robust Multi-Cloud AI Systems: Coursera
  • Data Structures in JavaScript: Packt
  • Market Research Case Study: Apply & Analyze: EDUCBA
  • Encoder-Decoder Architecture - 日本語版: Google Cloud
  • Create Image Captioning Models - 日本語版: Google Cloud
  • 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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