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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


  • I

    Intel

    IntelĀ® AI Fundamentals

    Skills you'll gain: AI Enablement, Artificial Intelligence, AI Product Strategy, Business Technologies, Complex Problem Solving, Digital Transformation, Technology Strategies, Case Studies, Business Intelligence, Company, Product, and Service Knowledge, Customer experience strategy (CX), Customer Insights, Discussion Facilitation, Emerging Technologies, Responsible AI, Customer Analysis, Machine Learning, B2B Sales, Computer Hardware, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    790 reviews

    Beginner Ā· Specialization Ā· 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Foundations of Probability and Statistics

    Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Markov Model, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    346 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Supervised Learning, Classification Algorithms, Decision Tree Learning, Machine Learning Algorithms, Exploratory Data Analysis, Analysis, Machine Learning, Algorithms, Bayesian Statistics, Artificial Neural Networks, Model Evaluation

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    71 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Context Management, Model Evaluation, Data Analysis, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    640 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • U

    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Content Strategy, Competitive Analysis, Forecasting, Content Performance Analysis, Expectation Management, Relationship Management, Content Marketing, Content Creation, Marketing, A/B Testing, Key Performance Indicators (KPIs), Goal Setting, Internal Auditing

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    1.7K reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • I

    IBM

    Generative AI Language Modeling with Transformers

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Transfer Learning, Embeddings, Natural Language Processing, Text Mining, Applied Machine Learning, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    140 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • M

    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Version Control, GitHub, Debugging, Git (Version Control System), Unit Testing, Data Structures, Data Manipulation, Python Programming, Software Testing, Scripting, Computer Programming, Web Development, Algorithms, Integrated Development Environments, Object Oriented Programming (OOP), Jupyter

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    527 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Distributed Computing, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    438 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • U

    University of California, Irvine

    Fundamentals of Management

    Skills you'll gain: Goal Setting, Professional Networking, Business Management, Staff Management, Leadership and Management, People Management, Planning, Customer Service, Business Leadership, Organizational Leadership, Organizational Strategy, Leadership, Change Management, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    4K reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • T

    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: English Language, Education and Training, Student Support and Services, Culture, Program Development, International Relations, Project Planning, Mentorship

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    455 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Regression Analysis, R Programming, Data Analysis, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    495 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • N

    Nanjing University

    Chinese Culture and Contemporary China

    Skills you'll gain: Music, Classical Music, World Music, Social Studies, Cultural Sensitivity, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    528 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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

  • IntelĀ® AI Fundamentals:Ā Intel
  • Foundations of Probability and Statistics:Ā University of Colorado Boulder
  • Data Mining Methods:Ā University of Colorado Boulder
  • Advanced Prompt Engineering for Everyone:Ā Vanderbilt University
  • Optimizing a Website for Google Search:Ā University of California, Davis
  • Generative AI Language Modeling with Transformers:Ā IBM
  • Python Programming Fundamentals:Ā Microsoft
  • Custom and Distributed Training with TensorFlow:Ā DeepLearning.AI
  • Fundamentals of Management:Ā University of California, Irvine
  • Studying at Japanese Universities:Ā The University of Tokyo

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