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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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    Arizona State University

    Teach English Now! Theories of Second Language Acquisition

    Skills you'll gain: Vocabulary

    4.9
    Rating, 4.9 out of 5 stars
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    7.6K reviews

    Mixed · Course · 1 - 3 Months

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    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, AI Enablement, Business Strategy, Leadership, Organizational Strategy, Business Transformation, Strategic Decision-Making, Business Technologies, Project Management, Artificial Intelligence, Governance, Data-Driven Decision-Making, Workforce Planning, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

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    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Agentic Workflows, Data Governance, AI Enablement, Health Systems, Machine Learning Methods, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems

    4.2
    Rating, 4.2 out of 5 stars
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    22 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Vectors and Intersections in Game Development

    Skills you'll gain: Animation and Game Design

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Generative AI - Français

    Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Scrum Master Certification

    Skills you'll gain: User Story, Behavior-Driven Development, DevSecOps, Agile Project Management, Test Driven Development (TDD), Backlogs, Sprint Planning, Agile Software Development, Kanban Principles, Agile Methodology, Continuous Integration, Project Risk Management, Sprint Retrospectives, Lean Methodologies, Scaled Agile Framework, DevOps, Risk Management, Scrum (Software Development), Agile Product Development, Management Reporting

    4.6
    Rating, 4.6 out of 5 stars
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    3.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Data Transformation, Dataflow, Google Cloud Platform, Data Pipelines, Extract, Transform, Load, Data Lakes, Real Time Data, Tensorflow, Data Governance, Apache Kafka, Data Warehousing, Data Quality, MLOps (Machine Learning Operations), Data Infrastructure, Data Migration, Data Architecture, Apache Spark, Model Deployment, Data Processing, Big Data

    4.4
    Rating, 4.4 out of 5 stars
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    296 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Preview
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    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Hydraulics, Environmental Engineering, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Chemical and Biomedical Engineering, Simulation and Simulation Software, Applied Mathematics, Biomedical Engineering, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    734 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI and Model Selection

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Artificial Intelligence Ethics in Action

    Skills you'll gain: Responsible AI, Data Ethics, OpenAI, Artificial Intelligence, Large Language Modeling, Ethical Standards And Conduct, Analytical Skills, Analysis, Machine Learning, Game Theory, Generative AI, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    338 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Programming Principles, Software Testing, Data Structures, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Debugging, Django (Web Framework), Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Packt

    Certified Scrum Master ( CSM ) Training – From Zero to CSM

    Skills you'll gain: Estimation, Conflict Management, Stakeholder Engagement

    Intermediate · Course · 1 - 3 Months

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

  • Teach English Now! Theories of Second Language Acquisition: Arizona State University
  • AI for Executives & Strategy: AI CERTs
  • AI for Healthcare Systems: University of Colorado System
  • Vectors and Intersections in Game Development: Packt
  • Introduction to Generative AI - Français: Google Cloud
  • Scrum Master Certification: LearnQuest
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Fundamentals of Fluid-Solid Interactions: École Polytechnique
  • GenAI and Model Selection: Coursera
  • Artificial Intelligence Ethics in Action: LearnQuest

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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