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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


  • C

    Coursera

    Power BI for Beginners: Interactive Dashboard Fundamentals

    Skills you'll gain: Key Performance Indicators (KPIs), Power BI, Dashboard, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Business Metrics, Performance Analysis, Data Visualization Software, Data Import/Export, Business Intelligence, Regional Sales, Sales Presentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Multimedia, Public Affairs, Culture, Performing Arts, Interactive Learning, Music Performance, Electronic Media, Experimentation, Creativity, Media and Communications, Cultural Diversity, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • S

    SkillsBooster Academy

    Microsoft Excel: From Basics to AI-Powered Workflows

    Skills you'll gain: Excel Formulas, Microsoft Excel, Microsoft Copilot, Excel Macros, Microsoft Power Platform, Workflow Management, Microsoft Project, Microsoft 365, Microsoft Teams, Microsoft Office, Business Workflow Analysis, Microsoft Access, ChatGPT, Operational Excellence, Devops Tools, Project Accounting, Interactive Learning, Microsoft Windows, Software Development Tools, Test Tools

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • U

    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
    ·
    244 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    New York University

    Climate Change and Human Rights

    Skills you'll gain: Case Law, Environmental Issue, Legal Proceedings, Legal Research, Social Justice, Environmental Policy, Sustainable Development, Environmental Laws, Climate Change Adaptation, Advocacy, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    898 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    How to Use Data

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Science, Machine Learning

    Beginner · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    The Outcomes and Interventions of Health Informatics

    Skills you'll gain: Health Informatics, Clinical Informatics, Decision Support Systems, Solution Design, Health Information Management, Usability Testing, Healthcare Ethics, Requirements Elicitation, Electronic Medical Record, Data Capture, User Centered Design, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Nanyang Technological University, Singapore

    Introduction to Complexity Science

    Skills you'll gain: Systems Thinking, Sustainable Systems, Network Analysis, Forecasting, Statistical Methods, Mathematical Modeling, Applied Mathematics, Simulations, Social Sciences, Time Series Analysis and Forecasting, Environmental Science, Case Studies, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Teaching Writing

    Skills you'll gain: Lesson Planning, Peer Review, Editing, Student-Centred Learning, Teaching, Writing, Writing and Editing, Syllabus Development, Instructional Strategies, Literacy, Student Engagement, Developing Training Materials, Storytelling, Empowerment, Course Development, Mentorship, Language Competency, Creativity, Case Studies, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    56 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Prepare for AZ-204: Developing Solutions for Microsoft Azure

    Skills you'll gain: Cloud Development, Microsoft Azure, Software Development, Cloud Deployment, Cloud Applications, Application Deployment, Design Strategies, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Transmedia Writing

    Skills you'll gain: Game Design, Peer Review, Storytelling, Video Game Development, Writing, Content Creation, Creative Thinking, Active Listening, Constructive Feedback, Storyboarding

    4.4
    Rating, 4.4 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    How to Create a Program Evaluation for Your Non-Profit

    Skills you'll gain: Program Evaluation, Smart Goals, Surveys, Goal Setting, Survey Creation, Performance Measurement, Grant Writing, Data Collection, Research Methodologies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    135 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Power BI for Beginners: Interactive Dashboard Fundamentals: Coursera
  • Art of the MOOC: Experiments with Sound: Duke University
  • Microsoft Excel: From Basics to AI-Powered Workflows: SkillsBooster Academy
  • Modeling and Debugging Embedded Systems: University of Colorado Boulder
  • Climate Change and Human Rights: New York University
  • How to Use Data: University of Pennsylvania
  • The Outcomes and Interventions of Health Informatics: Johns Hopkins University
  • Introduction to Complexity Science: Nanyang Technological University, Singapore
  • Teaching Writing: Johns Hopkins University
  • Prepare for AZ-204: Developing Solutions for Microsoft Azure: 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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