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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


  • R

    Real Madrid Graduate School Universidad Europea

    Maximum Performance and Technology in Sports

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Probability & Statistics, Image Analysis, Data Integration, Performance Analysis, Statistical Analysis, Probability, Analysis, LLM Application, Data Cleansing, Data Collection, Descriptive Analytics, Business Analytics, Statistical Methods, Machine Learning

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Active Optical Devices

    Skills you'll gain: Semiconductors, Display Devices, Computer Displays, Systems Design, Electrical Engineering, Technical Design, Electronics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Hardware Design, Electronic Systems, Electronic Components, Equipment Design, Materials science, Image Quality, Technology Solutions, Engineering Analysis, Engineering Calculations, Mathematical Modeling

    ★ 3.8 (118) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • S

    STARWEAVER

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Data Visualization, Engineering Practices, Data Analysis, Applied Mathematics, Computer Programming, Data Integration, Data Manipulation

    ★ 4.1 (57) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    L&T EduTech

    Single-Phase Pipe Hydraulics and Pipe Sizing

    Skills you'll gain: Hydraulics, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Chemical Engineering, Process Analysis, Applied Mathematics, Mathematical Modeling, Design Specifications

    ★ 4.5 (58) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • É

    École Polytechnique

    Mécanique quantique

    Skills you'll gain: Physics, Mechanics, Semiconductors, Probability Distribution, Probability, Calculus, Differential Equations, Applied Mathematics, Integral Calculus, Mathematical Modeling, Mathematical Theory & Analysis, Experimentation

    ★ 4.8 (154) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 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, Usability Testing, User Research

    ★ 4.7 (1.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Introduction to 3D Modeling

    Skills you'll gain: 3D Modeling, 3D Assets, Design Elements And Principles, Computer Graphics, Visualization (Computer Graphics), Design Software, Computer-Aided Design, Design, Architectural Design, User Interface (UI)

    ★ 4.3 (55) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    The Data Science of Health Informatics

    Skills you'll gain: Health Informatics, Health Care, Medical Records, Health Information Management, Health Systems, Clinical Informatics, Electronic Medical Record System, Databases, Health Technology, Informatics, Healthcare Industry Knowledge, Clinical Data Management, Data Analysis, Data Quality, Interoperability, Big Data, Data Access, Query Languages, Data Integration, Data Science

    ★ 4.6 (235) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IBM

    Generative AI: Impact, Considerations, and Ethical Issues

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Business Ethics, AI literacy, Legal Risk, Socioeconomics, Ethical Standards And Conduct, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Social Impact, Information Privacy, Accountability, Data Quality

    ★ 4.8 (341) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Google Cloud AI Infrastructure

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, AI Integrations, Hardware Architecture, Model Optimization, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Computer Hardware, Computer Architecture, MLOps (Machine Learning Operations), Model Training, Cloud Platforms, Computing Platforms, Performance Tuning, Interoperability, Artificial Intelligence, Product Demonstration

    ★ 4.4 (26) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Peking University

    Management Communication 管理沟通

    Skills you'll gain: Communication Strategies, Non-Verbal Communication, Communication, Strategic Communication, Team Building, Business Communication, Team Management, Internal Communications, Interviewing Skills, Interpersonal Communications, Negotiation, Public Speaking, Intercultural Competence, Cultural Diversity, Cultural Sensitivity

    ★ 4.8 (181) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Alberta Machine Intelligence Institute

    Generative AI Essentials

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

    ★ 5 (6) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Maximum Performance and Technology in Sports: Real Madrid Graduate School Universidad Europea
  • Active Optical Devices: University of Colorado Boulder
  • Matlab and Simulink Basics: STARWEAVER
  • Single-Phase Pipe Hydraulics and Pipe Sizing: L&T EduTech
  • Mécanique quantique: École Polytechnique
  • Reviews & Metrics for Software Improvements: University of Alberta
  • Introduction to 3D Modeling: University of Michigan
  • The Data Science of Health Informatics: Johns Hopkins University
  • Generative AI: Impact, Considerations, and Ethical Issues: IBM
  • Google Cloud AI Infrastructure: Google Cloud

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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