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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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    Scrimba

    HTML & CSS Crash Course

    Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), File Management, Web Design, Front-End Web Development, Web Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Lean Methodologies, Operational Efficiency, Operations Management, Generative AI, Informed Consent, Data Ethics, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, Process Improvement, AI Security, Health Care Procedure and Regulation, Healthcare Ethics, Generative AI Agents, Health Informatics

    4.3
    Rating, 4.3 out of 5 stars
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    65 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Modeling and Debugging Embedded Systems

    Skills you'll gain: Embedded Software, Embedded Systems, Debugging, Model Based Systems Engineering, Computer Engineering, Failure Analysis, Simulation and Simulation Software, Technical Communication, Electronics Engineering, Automation Engineering

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    244 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    University of Michigan

    Climate Change, Sustainability, and Global Public Health

    Skills you'll gain: Environmental Regulations, Sustainable Development, Environmental Policy, Climate Change Mitigation, Energy and Utilities, Climate Change Adaptation, Environment and Resource Management, Environmental Science, Health Assessment, Public Health, Pollution Prevention

    4.9
    Rating, 4.9 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    Getting Started with Generative AI APIs

    Skills you'll gain: OpenAI API, Large Language Modeling, Generative AI, ChatGPT, Prompt Engineering, File Management, Application Programming Interface (API), Embeddings, Classification Algorithms, Application Development, Transfer Learning, Python Programming

    3.7
    Rating, 3.7 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Getting Started with Microsoft Fabric

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Dashboard, Data Governance

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    National Academy of Sports Medicine

    Science of Fat Metabolism

    Skills you'll gain: Nutrition and Diet, Exercise Science, Sports Medicine, Nutrition Education, Physiology, Endocrinology, Stress Management, Biochemistry, Biology

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    Identifying, Attracting, and Growing Your Digital Audience

    Skills you'll gain: Persona Development, Target Audience, Social Media Strategy, Customer experience strategy (CX), Digital Marketing, Customer Acquisition Management, Marketing Strategy and Techniques, Customer Engagement, Social Media, Marketing, Value Propositions, Brand Management, E-Commerce, Mobile Banking, Branding, Experience Design

    4.7
    Rating, 4.7 out of 5 stars
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    302 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    J

    Johns Hopkins University

    Exploring Algorithmic Bias as a Policy Issue: A Teach-Out

    Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Public Policies, Diversity Awareness, Data Ethics, Machine Learning

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    What is Product Lifecycle Management?

    Skills you'll gain: Product Lifecycle Management, Product Planning, Product Strategy, Product Management, AI Product Strategy, Product Roadmaps, Process Management, Strategic Planning, Business Strategy, Technology Strategies, Innovation, Project Implementation, Change Management, Competitive Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Sales Teams

    Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Strategy, Sales Process, Sales Management, Sales Development, Customer experience improvement, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making, AI Enablement

    4.1
    Rating, 4.1 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Codio

    Intro to Operating Systems 4: Persistence

    Skills you'll gain: File Systems, Operating Systems, Unix, Data Integrity, Debugging, File I/O, Linux, Distributed Computing, Data Storage, C (Programming Language), System Programming, Command-Line Interface, Data Security, Computer Hardware, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    72 reviews

    Intermediate · Course · 1 - 3 Months

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

  • HTML & CSS Crash Course: Scrimba
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Modeling and Debugging Embedded Systems: University of Colorado Boulder
  • Climate Change, Sustainability, and Global Public Health: University of Michigan
  • Getting Started with Generative AI APIs: Codio
  • Getting Started with Microsoft Fabric: Whizlabs
  • Science of Fat Metabolism: National Academy of Sports Medicine
  • Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
  • Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
  • What is Product Lifecycle Management?: Coursera

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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