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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


  • N

    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    97 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Geneva

    Troubles du spectre de l'autisme : interventions

    Skills you'll gain: Autism Spectrum Disorders, Student Support and Services, Family Support, Special Education, Parent Communication, Individualized Education Programs (IEP), Working With Children, Speech Therapy, Child Development, Psychological Evaluations, Applied Behavior Analysis, Research, Group Therapy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Providing Social, Emotional, Behavioral, and Special Education Services in School

    Skills you'll gain: Individualized Education Programs (IEP), Special Education, School Psychology, Case Studies, Empathy & Emotional Intelligence, School Counseling, Community Mental Health Services, Student Support and Services, Social and Human Services, Mental Health, Preventative Care, Health Promotion, Behavior Management, Positive Behavior Support, Crisis Intervention

    4.8
    Rating, 4.8 out of 5 stars
    ·
    901 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Mental Health and Resilience for Healthcare Workers

    Skills you'll gain: Resilience, Mental Health, Stress Management, Compassion, Emotional Intelligence, Mindfulness, Crisis Intervention, Self-Awareness, Behavioral Health, Mental Health Therapies, Positive Behavior Support

    4.8
    Rating, 4.8 out of 5 stars
    ·
    523 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Minnesota

    Nursing Informatics Leadership

    Skills you'll gain: Team Building, Clinical Leadership, Nursing Administration, Nursing Management, Team Leadership, Health Informatics, Education and Training, Clinical Informatics, Leadership, Professional Development, Nursing, Nurse Education, Health Care Administration, Learning Management Systems, Informatics, Health Policy, Innovation, Health Care, Interpersonal Communications, Conflict Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    338 reviews

    Beginner · Specialization · 3 - 6 Months

  • T

    The University of Melbourne

    Global Adolescent Health

    Skills you'll gain: Social Determinants Of Health, Health Disparities, Health Policy, Health Education, Health Promotion, Public Health, Socioeconomics, Human Development, Community Health, Mental Health, Child Health, Chronic Diseases, Nutrition and Diet

    4.8
    Rating, 4.8 out of 5 stars
    ·
    127 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    AI Innovation in Healthcare

    Skills you'll gain: Generative AI, Large Language Modeling, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, Data Ethics, AI Personalization, Predictive Analytics, Precision Medicine, Health Informatics

    3.2
    Rating, 3.2 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Alberta

    Reviews & Metrics for Software Improvements

    Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Agile Project Management, Agile Software Development, Software Quality Assurance, Agile Methodology, User Story, Requirements Analysis, Usability Testing, User Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Foundations of Objective-C App Development

    Skills you'll gain: Objective-C (Programming Language), iOS Development, Apple iOS, Apple Xcode, Prototyping, Mobile Development, C (Programming Language), Object Oriented Programming (OOP), Computer Programming, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    558 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Number Theory and Cryptography

    Skills you'll gain: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Cybersecurity, Arithmetic, Algorithms, Theoretical Computer Science, Computational Thinking, Algebra, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    609 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    Introduction to Korean Philosophy and Culture

    Skills you'll gain: Culture, Cultural Diversity, Intercultural Competence, Liberal Arts, Language Learning, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    218 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Foundations of Quantum Mechanics

    Skills you'll gain: Electrical Engineering, Linear Algebra, Physics, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Differential Equations, Physical Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    88 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots : Northwestern University
  • Troubles du spectre de l'autisme : interventions: University of Geneva
  • Providing Social, Emotional, Behavioral, and Special Education Services in School: University of Colorado System
  • Mental Health and Resilience for Healthcare Workers: University of Toronto
  • Nursing Informatics Leadership: University of Minnesota
  • Global Adolescent Health: The University of Melbourne
  • AI Innovation in Healthcare: Northeastern University
  • Reviews & Metrics for Software Improvements: University of Alberta
  • Foundations of Objective-C App Development: University of California, Irvine
  • Number Theory and Cryptography: University of California San Diego

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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