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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


  • U

    University of Pittsburgh

    Bayesian Regression and Model Selection

    Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northeastern University

    Data Management for Analytics Part 1

    Skills you'll gain: Database Design, Database Theory, Database Systems, Data Modeling, Database Management Systems, Metadata Management, Database Management, Databases, Database Administration, Data Management, Relational Databases, Database Architecture and Administration, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Data Mapping, Dependency Analysis

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • S

    SkillUp

    Data Privacy and Protection

    Skills you'll gain: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance

    4.7 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Cómo usar funciones, métodos y bucles en Python desde cero

    Skills you'll gain: Python Programming, Code Reusability, Data Processing, Data Analysis, Automation, Programming Principles

    Beginner · Guided Project · Less Than 2 Hours

  • S

    STARWEAVER

    AI for Non-Technical Professionals

    Skills you'll gain: Responsible AI, Google Gemini, Generative AI, ChatGPT, Anthropic Claude, AI Enablement, AI literacy, AI Product Strategy, Microsoft Copilot, Gemini, AI powered creativity, AI Workflows, GitHub Copilot, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI Integrations, Data Management, Business Leadership, Professional Development, Business Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    L&T EduTech

    Concreting Practices

    Skills you'll gain: Construction Inspection, Construction, Construction Management, Construction Engineering, Building Codes, Structural Engineering, General Construction and Construction Labor, Civil Engineering, Laboratory Testing, Engineering Practices, Structural Analysis, Product Testing, Analytical Testing, Design Specifications, Technical Standard

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AZ-104: Networking, Monitoring, and Backup Strategies

    Skills you'll gain: Virtual Networking, Load Balancing, Microsoft Azure, Network Monitoring, Network Troubleshooting, Network Planning And Design, Network Administration, Virtual Machines, Disaster Recovery, Network Performance Management, Security Controls, System Monitoring, Network Security, Cloud Storage, Remote Access Systems

    4.6 stars, 12 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Data Management and Applications

    Skills you'll gain: Mac OS, Knowledge of Apple Software, Data Management, File Management, Package and Software Management, File Systems, Unix Commands, Unix, Application Performance Management, Software Installation, Data Storage, Application Deployment, Data Security, Application Security, Disaster Recovery

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Orchestrate ML Workflows with Vertex AI Pipelines

    Skills you'll gain: MLOps (Machine Learning Operations), AI Orchestration, AI Workflows, Data Pipelines, Model Deployment, Agentic Workflows, Generative AI Agents, Google Cloud Platform, Forecasting, Model Training, Agentic systems, Prompt Engineering, Automation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Case Western Reserve University

    Using R for Geostatistical Geospatial Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Geospatial Mapping, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, R (Software), Statistical Programming, Data Preprocessing, Simulations, Package and Software Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Gen AI - RAG Application Development using LlamaIndex

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Tool Calling, Generative AI Agents, Embeddings, Agentic systems, Application Development, Agentic Workflows, Query Languages, Data Pipelines, Data Persistence

    3.8 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.8 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Forming Christ-Shaped Leaders

    Skills you'll gain: Courage, Initiative and Leadership, Leadership, Innovation, Compassion, Professionalism, Empowerment, Personal Integrity, Empathy, Collaboration, Creativity, Lifelong Learning, Relationship Building

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…688689690…834

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

  • Bayesian Regression and Model Selection: University of Pittsburgh
  • Data Management for Analytics Part 1: Northeastern University
  • Data Privacy and Protection: SkillUp
  • Cómo usar funciones, métodos y bucles en Python desde cero: Coursera
  • AI for Non-Technical Professionals: STARWEAVER
  • Concreting Practices: L&T EduTech
  • AZ-104: Networking, Monitoring, and Backup Strategies: Packt
  • Data Management and Applications: Packt
  • Orchestrate ML Workflows with Vertex AI Pipelines: Google Cloud
  • Using R for Geostatistical Geospatial Modeling: Case Western Reserve University

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