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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: New
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    Coursera

    Uncover Causal Impacts Fast

    Skills you'll gain: Statistical Inference, Business Analytics, Data-Driven Decision-Making, Data Analysis, Regression Analysis, Estimation, Statistical Analysis, Statistical Methods, Correlation Analysis, Marketing Analytics, Data Validation, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Universiteit Leiden

    De-Mystifying Mindfulness

    Skills you'll gain: Mindfulness, Meditation & Breathwork, Self-Awareness, Mental Health Therapies, Personal Development, Open Mindset, Mental Health, Psychotherapy, Social Justice, Psychology, Liberal Arts, Stress Management, Mental and Behavioral Health Specialties, Cultural Responsiveness, Social Sciences, Social Impact, Cultural Diversity, Environment and Resource Management, Trauma Care, Ethical Standards And Conduct

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Deploy Vector DBs Securely

    Skills you'll gain: Vector Databases, Grafana, Containerization, Role-Based Access Control (RBAC), Docker (Software), MLOps (Machine Learning Operations), Application Deployment, AI Security, Enterprise Security, Scalability, Data Access, Authorization (Computing), Dashboard Creation, Encryption, Cryptographic Protocols, Performance Tuning, System Monitoring, Infrastructure Security, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Azure Databricks Cookbook

    Skills you'll gain: Databricks, Apache Kafka, Azure DevOps, Data Pipelines, Microsoft Azure, CI/CD, Data Lakes, Continuous Integration, Data Integration, Real Time Data, Apache Spark, DevOps, Power BI, Big Data, Data Processing, Data Warehousing, Data Architecture, Cloud Security, Data Management, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Master Performance Testing Fundamentals

    Skills you'll gain: Performance Testing, Performance Stress Testing, Software Testing, Test Planning, Test Tools, Test Data, Test Script Development, Apache, Test Execution Engine, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Flask Fundamentals, App Basics, and Food Tracker App

    Skills you'll gain: Flask (Web Framework), Restful API, Cloud Deployment, Dashboard Creation, Full-Stack Web Development, Data Visualization, Application Deployment, Object-Relational Mapping, Interactive Data Visualization, Cloud Applications, Application Programming Interface (API), API Design, Web Applications, Web Development, Authentications, Database Management, User Accounts, Scalability

    Beginner · Course · 1 - 3 Months

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    Packt

    React Developer Masterclass: From Beginner to Pro 2026

    Skills you'll gain: Middleware, React Redux, React.js, Code Reusability, Web Development Tools, Development Environment, Responsive Web Design, Frontend Performance, Scalability, Application Programming Interface (API), Web Design and Development, HTML and CSS, Front-End Web Development, Maintainability, UI Components, Cascading Style Sheets (CSS), Software Development Tools, JavaScript Frameworks, Authorization (Computing), Data Validation

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    Architecting and Integrating Scalable AI Systems

    Skills you'll gain: Systems Architecture, AI Integrations, Cloud Deployment, Systems Design, Model Deployment, System Design and Implementation, Solution Architecture, Cloud Computing Architecture, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Systems Integration, Cloud Management, Distributed Computing, Cloud Services, Performance Tuning, Application Programming Interface (API), Restful API, Requirements Analysis, Business Requirements

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Azure Infrastructure as Code with Bicep

    Skills you'll gain: Azure DevOps Pipelines, Infrastructure as Code (IaC), Azure DevOps, CI/CD, Cloud Deployment, Microsoft Azure, Continuous Deployment, Cloud-Native Computing, Infrastructure As A Service (IaaS), Application Deployment, Containerization, Cloud Management, Cloud Computing Architecture, GitHub, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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    Packt

    Apex Development and Salesforce Automation

    Skills you'll gain: Salesforce Object Query Language (SOQL), Salesforce, Web Services, Test Script Development, Memory Management, Unit Testing, Development Testing, Debugging, Code Reusability, Simple Object Access Protocol (SOAP), Object Oriented Programming (OOP), Data Management, Performance Tuning, Relationship Management

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Packt

    Python Data Analysis

    Skills you'll gain: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Predictive Modeling, Pandas (Python Package), Matplotlib, Plot (Graphics), Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Text Mining, Data Manipulation, Data Science, Data Processing, Python Programming, Statistical Analysis, Data Wrangling, Big Data

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Manage Brand Projects

    Skills you'll gain: Planning, Project Planning, Cross-Functional Team Leadership, Project Schedules, Brand Strategy, Operational Excellence, Brand Management, Brand Awareness, Milestones (Project Management), Project Management, Branding, Project Controls, Project Management Life Cycle, Plan Execution, Risk Management, Managed Services, Stakeholder Communications, Time Management, Collaboration, Target Audience

    Intermediate · Course · 1 - 4 Weeks

1…129130131…623

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

  • Uncover Causal Impacts Fast: Coursera
  • De-Mystifying Mindfulness: Universiteit Leiden
  • Deploy Vector DBs Securely: Coursera
  • Azure Databricks Cookbook: Packt
  • Master Performance Testing Fundamentals: EDUCBA
  • Flask Fundamentals, App Basics, and Food Tracker App: Packt
  • React Developer Masterclass: From Beginner to Pro 2026: Packt
  • Architecting and Integrating Scalable AI Systems : Coursera
  • Azure Infrastructure as Code with Bicep: Packt
  • Apex Development and Salesforce Automation: Packt

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