个结果，搜索词为 "learning theory"
Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
状态：新University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture
多位教师
您将获得的技能: 分类算法, 迁移学习, 张力流, 人工智能, 强化学习, 随机森林算法, 预测建模, Jupyter, 数据伦理, 模型评估, 决策树学习, 数据预处理, 监督学习, 功能工程, Scikit Learn（机器学习库）, NumPy, 无监督学习, 深度学习, 应用机器学习, 机器学习
Imperial College London
您将获得的技能: 算法, 降维, 应用数学, 统计资料, Python 编程, 回归分析, 数据预处理, 功能工程, 微积分, 衍生产品, 无监督学习, 高等数学, 数学建模, 机器学习算法, 人工神经网络, Jupyter, NumPy, 线性代数
Commonwealth Education Trust
您将获得的技能: 合作, 以学生为中心的学习, 教学法, 教育与培训, 规划, 教学和课程设计, 教学策略, 课程开发, 学习理论, 教学
University of Illinois Urbana-Champaign
您将获得的技能: 高等教育, 人类发展, 教育与培训, 教学法, 心理学, 教育软件和技术, 社会科学, 学校心理学, 学习理论, 儿童发展
是什么让您今天来到 Coursera？
University of Cambridge
您将获得的技能: Human Learning, Child Development, Teaching, Learning Theory, Instructional Strategies, Pedagogy, Learning Strategies, Developmental Disabilities, Working With Children, Disabilities, Autism Spectrum Disorders, Special Education, Differentiated Instruction, Neurology
University of Michigan
您将获得的技能: Course Development, Instructional Design, Learning Theory, Brainstorming, Design, Needs Assessment, Motivational Skills, Prototyping, Creative Thinking, Student-Centred Learning, Analysis, Communication
University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Statistical Machine Learning, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
University of Illinois Urbana-Champaign
您将获得的技能: 人机交互, 残疾, 新兴技术, 数字教学法, 电子媒体, 教育软件和技术, 学习理论, 老年学, 学习管理系统, 教学设计, 技术解决方案
AI CERTs
您将获得的技能: Responsible AI, AI Personalization, Training and Development, Instructional Design, AI Enablement, Employee Training, Generative AI Agents, Training Programs, Learning Management Systems, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Workforce Development, Learning Styles, Learning Theory, Learning Strategies, Human Learning, Childhood Education and Development, Real Time Data
Politecnico di Milano
您将获得的技能: Blended Learning, Pedagogy, Large Language Modeling, Digital pedagogy, LLM Application, Instructional Design, Learning Strategies, Education Software and Technology, Interactive Learning, Educational Materials, AI Personalization, Innovation, Differentiated Instruction, Lifelong Learning, AI Enablement, Human Learning, Solution Design, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence
总之，以下是 10 最受欢迎的 learning theory 课程
- Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- 机器学习: DeepLearning.AI
- 机器学习数学: Imperial College London
- 教学促进学习的基础：课程: Commonwealth Education Trust
- 学习、知识和人类发展: University of Illinois Urbana-Champaign
- Learning and memory in the brain: a guide for teachers: University of Cambridge
- Learning Experience Design: Theories and Frameworks: University of Michigan
- Statistical Learning for Data Science: University of Colorado Boulder
- 学习技术基础与应用: University of Illinois Urbana-Champaign
