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  • Federated Learning

Results for "federated learning"


  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Learners and Learning

    Skills you'll gain: Student Engagement, Teaching, Education and Training, Pedagogy, Formal Learning, Human Learning, Working With Children, Child Development, Instructional Strategies, Childhood Education and Development, Learning Theory, Collaboration, Cultural Diversity, Substance Abuse

    4.7 stars, 316 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (316) · Mixed · Course · 1 - 3 Months

  • A

    Alberta Machine Intelligence Institute

    Machine Learning Algorithms: Supervised Learning Tip to Tail

    Skills you'll gain: Supervised Learning, Model Optimization, Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Classification Algorithms, Model Evaluation, Jupyter, Statistical Machine Learning, Decision Tree Learning, Model Training, Machine Learning, Data Preprocessing, Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Data Processing

    4.7 stars, 417 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (417) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Designing Learning Innovation

    Skills you'll gain: Pedagogy, Teaching, Instructional Design, Instructional and Curriculum Design, Instructional Strategies, Student Engagement, Lesson Planning, Educational Materials, Innovation, Student-Centred Learning, Curriculum Planning, Learning Theory, Open Source Technology, Learning Strategies

    4.9 stars, 887 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (887) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization

    3.4 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.4 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Machine Learning Methods, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.6 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (33) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Macquarie University

    The Science of Learning: How Learning Works

    Skills you'll gain: Interactive Learning, Human Learning, Education and Training, Knowledge Transfer, Student-Centred Learning, Pedagogy, Instructional Strategies, Learning Strategies, Teaching, School Psychology, Critical Thinking, Instructional Design, Educational Materials, Instructional and Curriculum Design, Curriculum Development, Curriculum Planning

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • S

    Sungkyunkwan University

    Machine Learning Basics

    Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Python Programming, Supervised Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Logistic Regression, Analysis, Applied Machine Learning, Regression Analysis, Model Training, Unsupervised Learning, Mathematics and Mathematical Modeling, Statistical Methods, Linear Algebra

    4.4 stars, 93 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (93) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Assessment for Learning

    Skills you'll gain: Data Mining, Education Software and Technology, Digital pedagogy, Program Evaluation, Learning Management Systems, Analytics, Data Ethics, AI Personalization, Data Access, Natural Language Processing

    4.6 stars, 331 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (331) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Deep Learning Essentials

    Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Machine Learning Algorithms, Machine Learning, Artificial Intelligence

    4.8 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Machine Learning For Dummies

    Skills you'll gain: Data Literacy, Model Evaluation, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Responsible AI, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Model Training, Image Analysis, AI Personalization, Deep Learning, Applied Machine Learning, Convolutional Neural Networks, Machine Learning Software, Model Optimization, Python Programming, Data Preprocessing, Feature Engineering

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Machine Learning

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Model Training, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Classification Algorithms, Decision Tree Learning, Model Optimization, Data Preprocessing, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Pennsylvania

    Machine Learning Essentials

    Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization

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

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

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

  • Foundations of Teaching for Learning: Learners and Learning: Commonwealth Education Trust
  • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
  • Designing Learning Innovation: Politecnico di Milano
  • Applied Machine Learning: Johns Hopkins University
  • Interpretable Machine Learning: Duke University
  • The Science of Learning: How Learning Works: Macquarie University
  • Machine Learning Basics: Sungkyunkwan University
  • Assessment for Learning: University of Illinois Urbana-Champaign
  • Deep Learning Essentials: University of Pennsylvania
  • Machine Learning For Dummies: John Wiley & Sons

Other topics to explore

Arts and Humanities
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668 courses
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425 courses
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471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

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