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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


  • C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Security Testing, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    ★ 3.1 (8) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Kubernetes Mastery: Build, Deploy & Troubleshoot Apps

    Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Cloud-Native Computing, Prometheus (Software), Devops Tools, Docker (Software), Data Persistence, Amazon Web Services, DevOps, Cloud Infrastructure, Scenario Testing, Cloud Computing, Role-Based Access Control (RBAC), Network Troubleshooting, Ubuntu, Infrastructure Architecture, System Monitoring, Cloud Management

    ★ 4.9 (15) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Master Kibana Monitoring & Python Integration

    Skills you'll gain: Dashboard Creation, Dashboard, Kibana, System Monitoring, Automation, IT Automation, Scripting, Interactive Data Visualization, Programming Principles, Data Visualization, Python Programming, Data Visualization Software, System Programming, Data Structures, Data-oriented programming, Interactive Learning, Environment

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Manipulation and Transactions in SQL Server

    Skills you'll gain: Transact-SQL, Microsoft SQL Servers, Transaction Processing, Database Management, Relational Databases, SQL, Databases, Database Architecture and Administration, Database Theory, Operational Databases, Database Development, Data Integrity, Data Access, Generative AI, Performance Tuning

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Financial Modeling of IBM: Analyze & Value

    Skills you'll gain: Financial Modeling, Financial Statement Analysis, Financial Statements, Forecasting, Financial Analysis, Depreciation, Financial Forecasting, Business Valuation, Operating Expense, Cash Flow Forecasting, Balance Sheet, Income Statement, Operational Analysis, Accounts Payable, Equities, Financial Data, Cash Flows, Case Studies

    ★ 5 (11) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California San Diego

    Finding Mutations in DNA and Proteins (Bioinformatics VI)

    Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Machine Learning Methods, Algorithms, Data Transformation, Performance Tuning, Memory Management

    ★ 4.6 (62) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Statistics, Business Mathematics, Microsoft Excel, Excel Formulas, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Predictive Modeling, Analysis

    ★ 4.5 (68) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    The Measure Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Process Capability, Lean Manufacturing, Lean Six Sigma, Data Collection, Sampling (Statistics), Probability Distribution, Process Analysis, Descriptive Statistics, Performance Measurement, Quality Improvement, Process Improvement and Optimization, Continuous Quality Improvement (CQI), Probability & Statistics, Probability, Systems Of Measurement, Statistical Methods, Statistical Analysis

    ★ 4.4 (60) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    ★ 4.9 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    AI Innovation in Healthcare

    Skills you'll gain: Generative AI, Large Language Modeling, Supervised Learning, Generative Model Architectures, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, AI literacy, Healthcare Ethics, Data Ethics, AI Personalization, Predictive Analytics, Health Informatics, Data Collection

    ★ 3.2 (6) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Online teaching: Using Zoom to connect with learners

    Skills you'll gain: Lesson Planning, Interactive Learning, Pedagogy, Driving engagement, Instructional Strategies, Digital pedagogy, Blended Learning, Collaborative Software, Instructional Design, Adult Learning Principles, digital literacy, Information Privacy

    ★ 4.8 (77) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Application Deployment, Cloud Deployment, Prompt Patterns, Model Deployment, Microsoft Azure, AI Integrations, Prompt Engineering Tools, Multimodal Prompts, Token Optimization, Persona (User Experience), Retrieval-Augmented Generation, Test Case

    ★ 3.3 (26) · Intermediate · Course · 1 - 4 Weeks

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

  • Strategic AI Governance: Coursera
  • Kubernetes Mastery: Build, Deploy & Troubleshoot Apps: EDUCBA
  • Master Kibana Monitoring & Python Integration: EDUCBA
  • Data Manipulation and Transactions in SQL Server: Microsoft
  • Financial Modeling of IBM: Analyze & Value: EDUCBA
  • Finding Mutations in DNA and Proteins (Bioinformatics VI): University of California San Diego
  • Simulation Models for Decision Making: University of Minnesota
  • The Measure Phase for the 6 σ Black Belt: Kennesaw State University
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • AI Innovation in Healthcare: Northeastern University

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