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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Foundations of Virtual Instruction

    Skills you'll gain: Digital pedagogy, Teaching, Education Software and Technology, Virtual Environment, Learning Management Systems, Web Content Accessibility Guidelines, Digital Communications, Emerging Technologies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Kinematics: Describing the Motions of Spacecraft

    Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Calculations, Engineering Analysis, Differential Equations, Mathematical Modeling, Applied Mathematics, Verification And Validation, Advanced Mathematics, Systems Of Measurement

    4.9
    Rating, 4.9 out of 5 stars
    ·
    340 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Y

    Yale University

    Essentials of Global Health

    Skills you'll gain: Health Disparities, Health Systems, Public Health, Epidemiology, Social Determinants Of Health, Health Promotion, Infectious Diseases, Chronic Diseases, Health Policy, Environment Health And Safety, Medical Science and Research, Injury Prevention, Nutrition and Diet

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    An Introduction to Interactive Programming in Python (Part 1)

    Skills you'll gain: Event-Driven Programming, Application Development, Interactive Design, Animations, Programming Principles, Computer Graphics, Python Programming, Game Design, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Nanjing University

    Data Processing Using Python

    Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design

    4.1
    Rating, 4.1 out of 5 stars
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    377 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Cloud Computing Basics (Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Platforms, Cloud Services, Cloud Deployment, Cloud Technologies, Cloud Infrastructure, Cloud Computing Architecture, Public Cloud, Infrastructure As A Service (IaaS), Managed Services, Serverless Computing, Virtual Machines, Hybrid Cloud Computing, Software As A Service, Microsoft Azure, Platform As A Service (PaaS), Emerging Technologies, Containerization, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Case Western Reserve University

    Inspiring Leadership through Emotional Intelligence

    Skills you'll gain: Emotional Intelligence, Compassion, Organizational Leadership, Coaching, Leadership Development, Business Leadership, Organizational Change, Personal Development, Leadership, Empathy, Self-Awareness, Stress Management, Positivity, Change Management, People Development, Mindfulness, Relationship Building

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

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - Italiano

    Skills you'll gain: Tensorflow, Model Deployment, Recurrent Neural Networks (RNNs), Generative AI, Keras (Neural Network Library), Applied Machine Learning, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Data Architecture for Modern Data Stacks

    Skills you'll gain: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Microsoft Azure, Database Design, Power BI, Real Time Data, Data Pipelines, Data Management, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Cost Control, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Engineering

    Skills you'll gain: Electrical Engineering, electromagnetics, Performance Tuning, Image Quality, Engineering, Scientific, and Technical Instruments, Simulation and Simulation Software, Engineering Calculations, Design Software, Image Analysis, Engineering Analysis, Computer-Aided Design, Engineering Design Process, Numerical Analysis, Electronic Components, System Design and Implementation, Systems Design, Human Factors, Applied Mathematics, Physics, System Configuration

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    375 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Dynamics 365 Business Central Development Quick Start

    Skills you'll gain: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development

    Beginner · Course · 1 - 3 Months

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

  • Foundations of Virtual Instruction : University of California, Irvine
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder
  • Essentials of Global Health: Yale University
  • An Introduction to Interactive Programming in Python (Part 1): Rice University
  • Data Processing Using Python: Nanjing University
  • Cloud Computing Basics (Cloud 101): LearnQuest
  • Inspiring Leadership through Emotional Intelligence: Case Western Reserve University
  • Encoder-Decoder Architecture - Italiano: Google Cloud
  • Microsoft Data Architecture for Modern Data Stacks: 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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