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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 Cambridge

    User experience design

    Skills you'll gain: User Experience Design, Storytelling, Design, User Centered Design, Design Thinking, Human Centered Design, Public Speaking, Design Research, Usability Testing, Empathy, Creativity, Collaboration

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Parallel programming (Scala 2 version)

    Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Algorithms, Performance Tuning, Functional Design, Machine Learning Algorithms, Performance Testing, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Oracle Database Administration from Zero to Hero

    Skills you'll gain: Oracle Databases, Database Administration, Relational Databases, Database Management Systems, Database Architecture and Administration, Data Import/Export, Patch Management, Database Systems, Operational Databases, Multi-Tenant Cloud Environments, Data Migration, Database Management, Data Storage Technologies, Software Installation, Performance Tuning, User Accounts, System Configuration, SQL, Virtual Environment, Disaster Recovery

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Mixed Methods Research: Bridging Qualitative & Quantitative

    Skills you'll gain: Data Collection, Research Design, Research Methodologies, Qualitative Research, Data Ethics, Quantitative Research, Research Reports, Data Integration, Data Storytelling, Surveys, Stakeholder Communications, Data Analysis, Data Visualization Software, Data Management, Analysis

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Improving Accuracy of LLM Applications

    Skills you'll gain: LLM Application, Test Data, Prompt Engineering, Model Evaluation, Transfer Learning, Generative AI Agents, Performance Testing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Hugging Face, Data Preprocessing, Transfer Learning, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Project · Less Than 2 Hours

  • M

    Microsoft

    Intro to Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Analytics, Application Development, Virtual Machines

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Project Managers: Scaling with GenAI

    Skills you'll gain: Innovation, Project Management, AI Product Strategy, Responsible AI, Generative AI, Project Coordination, Cost Reduction, Project Planning, Resource Allocation, Process Improvement, Risk Management, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • H

    Howard University

    Fundamental Linear Algebra Concepts with Python

    Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    Indian Institute of Technology Guwahati

    UX Design: An Introduction

    Skills you'll gain: User Experience Design, User Experience, Human Computer Interaction, User Centered Design, Usability, User Interface (UI), Interaction Design, Design, Design Research, User Research, Wireframing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Copilot for Security

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Security, Endpoint Detection and Response, Security Information and Event Management (SIEM), Cyber Threat Hunting, Microsoft Azure, Cyber Security Assessment, Incident Response, Generative AI, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

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

  • User experience design: University of Cambridge
  • Parallel programming (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Oracle Database Administration from Zero to Hero: Packt
  • Mixed Methods Research: Bridging Qualitative & Quantitative: Coursera
  • Improving Accuracy of LLM Applications: DeepLearning.AI
  • Pretraining LLMs: DeepLearning.AI
  • Intro to Natural Language Processing in Microsoft Azure: Microsoft
  • Cours intensif sur la science des données: Johns Hopkins University
  • GenAI for Project Managers: Scaling with GenAI: Coursera
  • Fundamental Linear Algebra Concepts with Python: Howard University

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