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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


  • S

    Stanford University

    Teaching LGBTQ+ Health

    Skills you'll gain: Patient Education And Counseling, Health Disparities, Teaching, Instructional Strategies, Health Equity, Instructing, Health Education, Education and Training, Social Determinants Of Health, Health Care, Health Assessment, Community Health, Interactive Learning, Behavioral Health, Healthcare Industry Knowledge, Patient Communication, Cultural Responsiveness, Medical Terminology, Diversity Equity and Inclusion Initiatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Implementation of PhET Activities for STEM Education

    Skills you'll gain: Teaching, Mathematics Education, Simulations, User Feedback, Experimentation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, AI Workflows, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, DevSecOps, Secure Coding, Prompt Engineering, Software Quality (SQA/SQC), AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Application Programming Fundamentals

    Skills you'll gain: Software Design Patterns, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Programming Principles, Algorithms, Software Architecture, Computer Programming, Python Programming, Model View Controller, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Underwriters: Enhancing Application Reviews

    Skills you'll gain: Generative AI Agents, Responsible AI, Underwriting, Operational Efficiency, Lending and Underwriting, Compliance Management, AI Enablement, Risk Analysis, Ethical Standards And Conduct, Data-Driven Decision-Making, ChatGPT, Decision Making, Automation

    Beginner · Course · 1 - 4 Weeks

  • P

    PepsiCo

    PepsiCo: Water Stewardship

    Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Stormwater Management, Environment and Resource Management, Natural Resource Management, Environment, Corporate Sustainability, Stakeholder Engagement, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Quantitative Research, Environmental Monitoring, Supply Chain Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    Adobe

    AI Foundations for Creativity

    Skills you'll gain: Adobe Firefly, Responsible AI, Data Ethics, Generative AI, AI Enablement, Creativity, Prompt Engineering, Ideation, Brainstorming, Artificial Intelligence, Innovation, Creative Design, Design Thinking, Multimedia, Storytelling, Visual Design, Content Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Certified Associate in Project Management Prep

    Skills you'll gain: Project Closure, Agile Project Management, Product Roadmaps, Project Management, Agile Software Development, Stakeholder Engagement, Backlogs, Procurement, Scope Management, Project Management Life Cycle, Agile Methodology, Project Controls, Project Risk Management, Project Planning, Project Schedules, Project Scoping, Project Estimation, Project Implementation, Waterfall Methodology, Project Performance

    Beginner · Specialization · 3 - 6 Months

  • P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtual Machines, Virtual Networking, Computing Platforms, Software Installation, Ubuntu, Microsoft Windows, System Requirements

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Azure Monitoring and Analytics Fundamentals

    Skills you'll gain: System Monitoring, Microsoft Azure, Query Languages, Application Performance Management, Cloud Management, Continuous Monitoring, Real Time Data, Interactive Data Visualization, Virtual Machines, Scalability, Resource Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Digital Transformation, Business Strategy, Data Ethics, Leadership, Organizational Strategy, Business Transformation, Project Management Software, Strategic Decision-Making, Business Technologies, Artificial Intelligence, Emerging Technologies, Workforce Development, Governance, Data-Driven Decision-Making, Workforce Planning

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Online Influence and Persuasion

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Scripting, Psychology

    Intermediate · Course · 1 - 3 Months

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

  • Teaching LGBTQ+ Health: Stanford University
  • Implementation of PhET Activities for STEM Education: University of Colorado Boulder
  • Generative AI Tools for Modern Software Engineering: Edureka
  • Application Programming Fundamentals: LearnQuest
  • GenAI for Underwriters: Enhancing Application Reviews: Coursera
  • PepsiCo: Water Stewardship: PepsiCo
  • AI Foundations for Creativity: Adobe
  • Certified Associate in Project Management Prep: LearnKartS
  • Virtualization for Everyone: Pearson
  • Azure Monitoring and Analytics Fundamentals: Microsoft

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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