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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, AI Product Strategy, Responsible AI, Data Ethics, AI Enablement, Underwriting, AI Personalization, Operational Efficiency, Data-Driven Decision-Making, Claims Processing, Personalized Service, Artificial Intelligence, Automation, Risk Management, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Spacecraft Formation Relative Orbits

    Skills you'll gain: Control Systems, Systems Engineering, Mechanics, Numerical Analysis, Differential Equations, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Simulations, Engineering Calculations, Advanced Mathematics, Linear Algebra, Engineering Design Process, Torque (Physics), Trigonometry, Applied Mathematics, Physics, Calculus

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Advanced · Specialization · 1 - 3 Months

  • L

    LearnKartS

    Stress Management Techniques

    Skills you'll gain: Stress Management, Resilience, Personal Development, Professional Development, Workforce Development, Workforce Management, Mental Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northwestern University

    Power Onboarding

    Skills you'll gain: Peer Review, Employee Onboarding, Professional Networking, Organizational Effectiveness, Quick Learning, Organizational Structure, Professional Development, Relationship Building, Planning, Adaptability, Leadership and Management, Leadership, Self-Awareness, Communication Strategies

    4.1
    Rating, 4.1 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Derivatives: a guide to calculation

    Skills you'll gain: ChatGPT, Calculus, Derivatives, Mathematical Software, Advanced Mathematics, Applied Mathematics, Mathematics Education, Machine Learning Algorithms, Algebra, Geometry, Mathematical Theory & Analysis

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback

    Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Introduction to VueJS Framework

    Skills you'll gain: Vue.JS, HTML and CSS, Web Applications, JavaScript Frameworks, Front-End Web Development, Web Components, Javascript, Data Persistence

    4.2
    Rating, 4.2 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Honors Algebra 2: Linear and Quadratic Functions

    Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Free Will and Neuroscience

    Skills you'll gain: Neurology, Anatomy, Mindfulness, Physiology, Human Learning, Biology, Psychology, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Neuroscience Methods

    Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Statistical Analysis, Data Collection, Data Analysis Software, Neurology, Psychology, Physiology, Magnetic Resonance Imaging, Electrophysiology, Image Analysis, Medical Equipment and Technology, Human Learning, Medical Imaging, Data Visualization Software, Functional Behavior Assessment, Statistical Inference

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Intro to Operating Systems 3: Concurrency

    Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, C (Programming Language), Data Structures, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    35 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera
  • Spacecraft Formation Relative Orbits: University of Colorado Boulder
  • Stress Management Techniques: LearnKartS
  • Power Onboarding: Northwestern University
  • Derivatives: a guide to calculation: Politecnico di Milano
  • Copilot Studio: Coursera
  • Introduction to VueJS Framework: Codio
  • Honors Algebra 2: Linear and Quadratic Functions: Johns Hopkins University
  • Free Will and Neuroscience: Dartmouth College

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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