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Supervised Learning Courses

Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Popular Supervised Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    B

    Berklee

    Songwriting: Writing the Music

    Skills you'll gain: Music Theory, Music, Musical Composition, Storytelling, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    71 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technion - Israel Institute of Technology

    Nanotechnology and Nanosensors, Part 2

    Skills you'll gain: Materials science, Engineering, Scientific, and Technical Instruments, Semiconductors, Biomedical Technology, Medical Devices, Sensory Systems Analysis, Chemistry, Analytical Chemistry, Chemical Engineering, Manufacturing Processes

    4.8
    Rating, 4.8 out of 5 stars
    ·
    240 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Leeds

    An Introduction to Programming using Python

    Skills you'll gain: Programming Principles, Computational Logic, Robotics, Python Programming, Computer Programming, Code Reusability, Automation, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Basic Robotic Behaviors and Odometry

    Skills you'll gain: Robotics, Automation, Simulation and Simulation Software, Control Systems, Simulations, Algorithms, Virtual Environment, Linear Algebra, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Dimensionality Reduction, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Agile Project Management

    Skills you'll gain: Agile Project Management, Scrum (Software Development), Sprint Planning, Emotional Intelligence, Backlogs, Creative Problem-Solving, Scaled Agile Framework, Leadership Studies, Negotiation, Sprint Retrospectives, Conflict Management, Agile Software Development, Team Performance Management, Program Management, Brainstorming, Prioritization, Empathy & Emotional Intelligence, User Story, Problem Solving, Project Controls

    4.4
    Rating, 4.4 out of 5 stars
    ·
    90 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Terraform for absolute beginners

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Microsoft Azure, Cloud Infrastructure, IT Automation, DevOps

    4.3
    Rating, 4.3 out of 5 stars
    ·
    195 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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, Materials science, Electronic Components, Image Quality, Technology Solutions, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Performance Testing

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    118 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    EV Evolution: Comprehensive Introduction to EVs

    Skills you'll gain: Sustainable Technologies, Basic Electrical Systems, Electrical Systems, Electronic Components, Electric Power Systems, Power Electronics, Sustainable Development, Emerging Technologies, Energy and Utilities, Climate Change Mitigation, Environment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Meta

    Advanced Programming in Kotlin

    Skills you'll gain: Kotlin, Android Studio, Android Development, Unit Testing, Object Oriented Programming (OOP), Test Driven Development (TDD), Software Testing, Mobile Development, Application Development, Functional Design, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    129 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Kotter

    The Science of Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership Studies, Organizational Leadership, Organizational Development, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, Industrial and Organizational Psychology, Leadership, Drive Engagement, Cross-Functional Collaboration, Lifelong Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Telecommunications, Network Protocols, Market Opportunities, Automation, Emerging Technologies, Embedded Systems, Cloud Deployment, Software-Defined Networking, Market Intelligence

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    627 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Songwriting: Writing the Music: Berklee
  • Nanotechnology and Nanosensors, Part 2: Technion - Israel Institute of Technology
  • An Introduction to Programming using Python: University of Leeds
  • Basic Robotic Behaviors and Odometry: University of Colorado Boulder
  • Natural Language Processing with Real-World Projects: Packt
  • Agile Project Management: University of Maryland, College Park
  • Terraform for absolute beginners: Coursera
  • Active Optical Devices: University of Colorado Boulder
  • EV Evolution: Comprehensive Introduction to EVs: Coursera
  • Advanced Programming in Kotlin: Meta

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