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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


  • D

    DeepLearning.AI

    Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Convolutional Neural Networks, Model Training, Model Evaluation, Responsible AI, Data Ethics, Machine Learning, Image Quality, Information Privacy, Data Synthesis

    4.7 stars, 2.4K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (2.4K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    RAG from Scratch: Build a Knowledge-Powered Chatbot

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Generative AI Agents, AI Workflows, Prompt Engineering, Embeddings, Token Optimization, Context Management, Document Management, Unstructured Data, Database Management Systems, Metadata Management, Model Evaluation, Data Wrangling, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Pearson

    Lifespan Development Introduction and Theories

    Skills you'll gain: Human Development, Child Development, Human Learning, Psychology, Gerontology, Learning Theory, Research, Research Methodologies, Psychosocial Assessments

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Spreadsheet Software, Data Management, Automation

    4.8 stars, 4.3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (4.3K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Instructional Design Principles

    Skills you'll gain: Instructional and Curriculum Design, Instructional Design, Style Guides, Curriculum Development, Typography, Visual Design, Training Programs, Training and Development, Culture Transformation, Color Theory, Project Design, Developing Training Materials, Adult Learning Principles, Graphic and Visual Design, Program Evaluation, Education Software and Technology, Employee Training, Safety Culture, Organizational Development, Learning Styles

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Machine Learning Methods, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Processing, Data Modeling, Decision Tree Learning, Data Science, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Analytical Skills, Ideation, Exploratory Data Analysis

    4.1 stars, 188 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (188) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of London

    Global Diplomacy: the United Nations in the World

    Skills you'll gain: Diplomacy, International Relations, Emergency Response, Crisis Intervention, Sustainable Development, Political Sciences, Public Policies, Social Justice, Public Safety and National Security, Governance, Advocacy, Policy Analysis, World History

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    British Standards Institution

    Assessing neural network robustness: ISO/IEC 24029-1:2021

    Skills you'll gain: Model Evaluation, Vulnerability Assessments, Performance Testing, Risking, Verification And Validation, Artificial Neural Networks, Statistical Methods, Deep Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Test Data, Regression Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Management Training And Development

    4.9 stars, 78 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • L

    Lund University

    Sustainable Cities and Communities

    Skills you'll gain: Sustainable Development, Climate Change Adaptation, Sustainable Systems, Land Development, Environmental Issue, Sustainable Technologies, Community Development, Sustainable Design, Sustainable Business, Governance, Economic Development, Socioeconomics, Social Impact, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Energy and Utilities, Multimedia, Business Modeling

    4.7 stars, 3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    High-Impact Business Writing

    Skills you'll gain: Business Writing, Business Correspondence, Concision, Editing, Grammar, Proofreading, Business Communication, Report Writing, Global Marketing, Writing, Writing and Editing, Target Audience, Communication, Press Releases, Persuasive Communication, Presentations, Communication Strategies

    4.5 stars, 3.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (3.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods

    4.3 stars, 833 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (833) · Intermediate · Specialization · 3 - 6 Months

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

  • Generative Adversarial Networks (GANs): DeepLearning.AI
  • RAG from Scratch: Build a Knowledge-Powered Chatbot: Board Infinity
  • Lifespan Development Introduction and Theories: Pearson
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
  • Instructional Design Principles: Madecraft
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Global Diplomacy: the United Nations in the World: University of London
  • Assessing neural network robustness: ISO/IEC 24029-1:2021: British Standards Institution
  • Lean Six Sigma Green Belt Professional Training: EDUCBA
  • Sustainable Cities and Communities: Lund University

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