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, Artificial Neural Networks, Bayesian Statistics, Statistical Machine Learning, Probability Distribution, Probability & Statistics, Machine Learning Methods, Model Evaluation, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Statistical Modeling, Logistic Regression, Machine Learning Algorithms, Statistical Methods, Classification Algorithms, Deep Learning, Regression Analysis, Statistical Inference, Artificial Intelligence
状态：免费试用Politecnico di Milano
您将获得的技能: 创新, 学习理论, 教学法, 学习策略, 解决问题, 创造力, 教学设计, 规划, 教育材料, 数字教学法
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), PyTorch (Machine Learning Library), Vision Transformer (ViT), Scikit Learn (Machine Learning Library), Large Language Modeling, Embeddings, Network Architecture, Data Transformation, Algorithms
状态：新状态：免费试用您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Decision Tree Learning, Supervised Learning, Data Preprocessing, Probability & Statistics, Model Evaluation, Statistics, SAS (Software), Machine Learning Software, Predictive Modeling, Classification And Regression Tree (CART), Workflow Management, Data Analysis, Random Forest Algorithm, Machine Learning, Applied Machine Learning
状态：免费试用多位教师
您将获得的技能: 机器学习, 预测建模, 模型评估, 决策树学习, Scikit-learn （机器学习库）, 监督学习, 强化学习, 随机森林算法, 人工智能, NumPy, 迁移学习, Jupyter, 分类算法, 应用机器学习, 无监督学习, 数据预处理, 深度学习, 数据伦理, 张力流, 功能工程
状态：免费试用University of Alberta
您将获得的技能: 机器学习, 模型评估, 监督学习, 抽样（统计）, 强化学习, 模拟, 马尔可夫模型, 深度学习, 机器学习算法, Algorithm, 人工神经网络, 功能工程, 性能测试, 概率分布, 伪代码, 人工智能和机器学习（AI/ML）, 线性代数, 性能调整
是什么让您今天来到 Coursera？
状态：新状态：免费试用Dartmouth College
您将获得的技能: Supervised Learning, Model Evaluation, Predictive Modeling, Regression Analysis, Machine Learning, Statistical Modeling, Logistic Regression, Probability & Statistics, Classification Algorithms
状态：免费试用Imperial College London
您将获得的技能: 概率与统计, 机器学习, 微积分, Algorithm, 应用数学, 降维, Python 程序设计, NumPy, 回归分析, 统计, 人工神经网络, 机器学习算法, 统计分析, 线性代数, 数据预处理, Jupyter, 无监督学习, 衍生产品, 高等数学
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Scikit Learn (Machine Learning Library)
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Machine Learning, Model Evaluation, Data Transformation, Algorithms
状态：预览Deep Teaching Solutions
您将获得的技能: 终身学习, 克服障碍, 快速学习, 坚持不懈, 适应, 学习策略, 处理模糊性, 创造力, 生产率, 时间管理, 认知灵活性, 愿意学习, 成长意识, 精神集中
状态：新状态：免费试用Dartmouth College
您将获得的技能: Artificial Neural Networks, Probability & Statistics, Bayesian Statistics, Probability Distribution, Deep Learning, Machine Learning, Supervised Learning, Statistical Methods, Data Preprocessing, Model Evaluation
是什么让您今天来到 Coursera？
总之，以下是 10 最受欢迎的 learning theory 课程
- Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
- 设计学习创新: Politecnico di Milano
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- SAS Machine Learning Engineer: SAS
- 机器学习: DeepLearning.AI
- 强化学习: University of Alberta
- Machine Learning Fundamentals: Dartmouth College
- 机器学习数学: Imperial College London
- Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
- Introduction to Machine Learning: Unsupervised Learning: University of Colorado Boulder
