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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
    A

    Arizona State University

    Foundational Sustainability Skills & Competencies

    Skills you'll gain: Program Implementation, Plan Execution, Sustainability Reporting, Contract Management, Sustainable Development, Policy Development, Annual Reports, Environmental Policy, Vendor Contracts, Goal Setting, Corporate Sustainability, Sustainable Business, Strategic Partnership, Interactive Learning, Project Planning, Peer Review, Organizational Strategy, Report Writing, Stakeholder Management, Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, AI Orchestration, Responsible AI, Prompt Patterns, AI literacy, Agentic Workflows, LLM Application, AI Enablement, AI Security, Context Engineering, AI Workflows, AI powered creativity, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Business Transformation, Business Operations, Personal Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Generative AI for Business Leaders

    Skills you'll gain: Prompt Engineering, Business Leadership, Dashboard Creation, Strategic Leadership, Prompt Engineering Tools, Project Management, Generative AI Agents, AI powered creativity, ChatGPT, Generative AI, Email Marketing, Digital Marketing, Leadership and Management, Artificial Intelligence and Machine Learning (AI/ML), Deepseek, Artificial Intelligence, Initiative and Leadership, Responsible AI, Business, Business Operations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Containers in the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Docker (Software), Kubernetes, Program Development, Ansible, Containerization, Ubuntu, Cloud Management, Cloud Platforms, Cloud Deployment, Application Deployment, Firewall, Infrastructure As A Service (IaaS), Security Controls, Cloud Infrastructure, Unix, Development Environment, Amazon Web Services, IT Automation

    3.1
    Rating, 3.1 out of 5 stars
    ·
    38 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Gradient to Production: MLOps & Model Serving

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Decision Intelligence, Performance Metric, Python Programming, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Attention Mechanism

    Skills you'll gain: Model Optimization, Artificial Neural Networks, Machine Learning Methods, Deep Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    50 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Mobile Marketing, Optimization Tactics, and Analytics

    Skills you'll gain: Marketing Analytics, Key Performance Indicators (KPIs), Marketing Planning, Data-Driven Marketing, Marketing Effectiveness, Digital Media Strategy, A/B Testing, Web Analytics, Conversion Funnel Analysis, Content Performance Analysis, Digital Marketing, Customer experience improvement, Test Tools, Performance Metric, Performance Measurement, Marketing Strategies, Marketing, Driving engagement, Web Applications, Sales

    4.5
    Rating, 4.5 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Copenhagen Business School

    AI and the Illusion of Intelligence

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, AI literacy, Natural Language Processing, Theoretical Computer Science, Statistical Machine Learning, Liberal Arts, Artificial Neural Networks, Grammar, Computational Thinking, Social Impact

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Probability Distribution, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Ethical Hacking Foundations & Network Security

    Skills you'll gain: Security Software, Software Installation, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Project Team Leadership and Communication

    Skills you'll gain: Team Performance Management, Communication Planning, Team Management, Project Management, Team Building, Resource Management, People Management, Staff Management, Management Training And Development, Team Leadership, Project Coordination, Leadership and Management, Conflict Management, Drive Engagement, People Development, Stakeholder Communications, Stakeholder Engagement, Stakeholder Management, Human Resources Management and Planning, Project Controls

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data Visualization

    Skills you'll gain: Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Geospatial Information and Technology, Geospatial Mapping, Data Presentation, Color Theory, Graphic and Visual Design, Visual Design, Spatial Data Analysis, Tree Maps, Visualization (Computer Graphics), Data Storytelling, Statistical Visualization, Design Elements And Principles, Tableau Software, Plot (Graphics), Data Literacy, Computer Displays, Time Series Analysis and Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Foundational Sustainability Skills & Competencies: Arizona State University
  • Prompt Engineering for Everyone: SkillsBooster Academy
  • Generative AI for Business Leaders: SkillsBooster Academy
  • Containers in the Cloud: Codio
  • Gradient to Production: MLOps & Model Serving: Coursera
  • Attention Mechanism: Google Cloud
  • Mobile Marketing, Optimization Tactics, and Analytics: University of California, Irvine
  • AI and the Illusion of Intelligence: Copenhagen Business School
  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • Ethical Hacking Foundations & Network Security: Packt

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