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  • Supervised Learning

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


  • M

    Macquarie University

    Risk governance: Manage the risks

    Skills you'll gain: Risk Management Framework, Governance, Governance Risk Management and Compliance, Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Operational Risk, Business Risk Management, Risk Mitigation, Risk Modeling, Risk Control, Business Ethics, Corporate Strategy, Business Management, Stakeholder Management, International Finance, Corporate Finance, Ethical Standards And Conduct, Accountability, Stakeholder Communications

    ★ 4.7 (389) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • D

    Duke University

    ART of the MOOC: Arte Público y Pedagogía

    Skills you'll gain: Performing Arts, Social Sciences, Art History, Social Justice, Liberal Arts, Community Outreach, Social Impact, Social Studies, Aesthetics, Community Organizing, Community Development, Culture, Education and Training, Interactive Learning, Pedagogy, Media and Communications, Creativity, Cultural Diversity, Political Sciences

    ★ 4.6 (129) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of California San Diego

    Genomic Data Science and Clustering (Bioinformatics V)

    Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Molecular Biology, Machine Learning Methods, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences

    ★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • Q

    Queen Mary University of London

    Leadership Out of the Box

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Delegation Skills, Team Leadership, Team Management, Change Management, Team Performance Management, Stakeholder Communications, Professional Networking, Organizational Leadership, Leadership Development, Organizational Change, Matrix Management, People Management, Team Building, Leadership, Leadership and Management, Time Management, Executive Presence, Initiative and Leadership

    ★ 4.7 (249) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • D

    DeepLearning.AI

    AI and Disaster Management

    Skills you'll gain: Disaster Recovery, Image Analysis, Data Ethics, Responsible AI, Emergency Response, Mitigation, Text Mining, Natural Language Processing, Unstructured Data, Artificial Intelligence, AI literacy, Applied Machine Learning, Computer Vision, Spatial Data Analysis, Community Development, Convolutional Neural Networks, Model Evaluation

    ★ 4.7 (320) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis

    ★ 4 (98) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis

    ★ 4.3 (308) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, AI Personalization, Advanced Analytics, Customer Retention, Analytics, Predictive Modeling, Marketing Strategies, Social Media Analytics, Marketing, Data Analysis, Social Network Analysis, Customer Analysis, Data Ethics, Customer Insights, Text Mining, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

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

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

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    ★ 4.6 (440) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Credit offered
    Credit offered
  • I

    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI literacy, Automation, Responsible AI, B2B Sales

    ★ 4.4 (756) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    ★ 4.6 (264) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
1…194195196…626

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

  • Risk governance: Manage the risks: Macquarie University
  • ART of the MOOC: Arte Público y Pedagogía : Duke University
  • Python and Pandas for Data Engineering: Duke University
  • Genomic Data Science and Clustering (Bioinformatics V): University of California San Diego
  • Leadership Out of the Box: Queen Mary University of London
  • AI and Disaster Management: DeepLearning.AI
  • Programming for Python Data Science: Principles to Practice: Duke University
  • Nearest Neighbor Collaborative Filtering: University of Minnesota
  • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign
  • Linear Regression with Python: Coursera

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