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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

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    Imperial College London

    Introduction to Digital health

    Skills you'll gain: Health Technology, Telehealth, Health Disparities, Health Informatics, Health Care, Health Systems, Electronic Medical Record, digital literacy, Interoperability, Public Health, Epidemiology, Big Data, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    264 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Python Programming, Programming Principles, Computational Logic, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    701 reviews

    Advanced · Course · 1 - 3 Months

  • M

    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
    ·
    301 reviews

    Beginner · Course · 3 - 6 Months

  • U

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Statistical Methods, Numerical Analysis, Mathematical Modeling, Probability Distribution, Mechanics, Physics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    413 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Technical Support

    Skills you'll gain: IT Service Management, Technical Support, Desktop Support, Service Level, Help Desk Support, Customer Service, System Support, End User Training and Support, Remote Access Systems, Issue Tracking, Technical Communication, Technical Documentation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Systems Design, Technical Design, Application Specific Integrated Circuits, Digital Design, Hardware Architecture, Computer Hardware, Verification And Validation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    858 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    AI in Education: Leveraging ChatGPT for Teaching

    Skills you'll gain: Prompt Engineering, Data Ethics, ChatGPT, Responsible AI, AI Personalization, Student Engagement, Generative AI Agents, Generative AI, Ethical Standards And Conduct, Education Software and Technology, Artificial Intelligence, Digital pedagogy, Teaching, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    286 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Icahn School of Medicine at Mount Sinai

    Systems Biology and Biotechnology

    Skills you'll gain: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Pharmacology, Science and Research, Cell Biology, Biotechnology, Biomedical Technology, Scientific Methods, Physiology, Differential Equations, Computational Logic, Biochemistry, Network Analysis, Biology

    4.4
    Rating, 4.4 out of 5 stars
    ·
    988 reviews

    Intermediate · Specialization · 3 - 6 Months

  • B

    Berklee

    Music for Wellness

    Skills you'll gain: Music, Active Listening, Musical Composition, Instrumental Music, Mindfulness, Self-Awareness, Stress Management, World Music, Mental Health, Mental Concentration, Emotional Intelligence, Resilience, Respiration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    334 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3K reviews

    Beginner · Course · 1 - 3 Months

  • M

    McMaster University

    Finance for Everyone: Decisions

    Skills you'll gain: Finance, Peer Review, Project Design, Business Mathematics, Market Dynamics, Financial Analysis, Financial Planning, Capital Markets, Economics, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    911 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Build Regression, Classification, and Clustering Models: CertNexus
  • Introduction to Digital health: Imperial College London
  • Advanced Algorithms and Complexity: University of California San Diego
  • Write A Feature Length Screenplay For Film Or Television: Michigan State University
  • Simulation and modeling of natural processes: University of Geneva
  • Introduction to Technical Support : IBM
  • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
  • AI in Education: Leveraging ChatGPT for Teaching: University of Pennsylvania
  • Systems Biology and Biotechnology: Icahn School of Medicine at Mount Sinai
  • Music for Wellness: Berklee

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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