个结果，搜索词为 "learning theory"
状态：新状态：免费试用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：免费试用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
状态：免费试用Imperial College London
您将获得的技能: Algorithm, 机器学习算法, 衍生产品, 无监督学习, NumPy, 回归分析, 应用数学, 降维, 人工神经网络, 统计, Python 程序设计, 数据预处理, 功能工程, 微积分, 数学建模, 高等数学, Jupyter, 线性代数
状态：新状态：免费试用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, Algorithms
状态：免费试用University of Alberta
您将获得的技能: Algorithm, Model Evaluation, 机器学习算法, 抽样（统计）, 深度学习, 监督学习, 人工智能, 模拟, 强化学习, 概率分布, 人工神经网络, 功能工程, 伪代码, 性能调整, 机器学习, 人工智能和机器学习（AI/ML）, 马尔可夫模型, 性能测试, 线性代数
Commonwealth Education Trust
您将获得的技能: 规划, 学习理论, 课程开发, 教育与培训, 教学法, 以学生为中心的学习, 教学策略, 教学和课程设计, 协作, 教学
是什么让您今天来到 Coursera？
Commonwealth Education Trust
您将获得的技能: 自我意识, 课堂管理, 沟通策略, 教学法, 文化多样性, 学生参与, 教学策略, 专业发展, 教学
状态：免费试用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
状态：免费试用多位教师
您将获得的技能: 人工智能, Model Evaluation, 预测建模, 深度学习, 数据伦理, 监督学习, 无监督学习, NumPy, 张力流, 分类算法, Jupyter, 数据预处理, 强化学习, Scikit-learn （机器学习库）, 功能工程, 随机森林算法, 应用机器学习, Transfer Learning, 机器学习, 决策树学习
状态：新状态：预览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
状态：新状态：免费试用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
状态：免费试用Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
总之，以下是 10 最受欢迎的 learning theory 课程
- Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
- Learning and memory in the brain: a guide for teachers: University of Cambridge
- 机器学习数学: Imperial College London
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- 强化学习: University of Alberta
- 教学促进学习的基础：课程: Commonwealth Education Trust
- 为学习而教的基础为人师表: Commonwealth Education Trust
- Learning Experience Design: Theories and Frameworks: University of Michigan
- 机器学习: DeepLearning.AI
- AI for Learning & Development : AI CERTs
