Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

University of Toronto
您将获得的技能: 计算机视觉, 预测建模, 数学建模, Networking 路由器, 交通流优化, Algorithm, 应用数学, 图论, 空间数据分析, 机器人, 估算, 自动化, 控制系统, 数据映射, 机器控制
高级设置 · 课程 · 1-3 个月

New York Institute of Finance
您将获得的技能: Python 程序设计, 预测建模, 数据管道, 技术分析, 市场趋势, 深度学习, 张力流, 时间序列分析和预测, Keras(神经网络库), 机器学习, 应用机器学习, 统计机器学习, 证券交易, 金融交易, 金融市场, 模型评估
中级 · 课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 回归分析, 数据转换, 统计分析, R(软件), 数据质量, 统计建模, 数据分析, R 语言程序设计(中文版), 数据清理, STATA (软件), 统计方法, 抽样(统计), 统计软件
混合 · 课程 · 1-3 个月

IIT Bombay
您将获得的技能: Internet Of Things, Network Protocols, Wireless Networks, Emerging Technologies, Data Analysis, Communication Systems, Digital Signal Processing, Scikit Learn (Machine Learning Library), Regression Analysis, Pandas (Python Package), Unsupervised Learning
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Algorithm, 机器学习, 应用机器学习, 机器学习算法, 降维, 模型评估, 线性代数
混合 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月
Universidade de São Paulo
您将获得的技能: Usability Testing, Wireframing, Information Architecture, User Interface (UI) Design, UI Components, User Experience Design, Prototyping, User Research, Design Research, Style Guides, Design Elements And Principles, Responsive Web Design, Verification And Validation
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 回归分析, 分类算法, 自然语言处理, 预测建模, Data Validation, Machine Learning 方法, 模型评估, 数据预处理, 功能工程, 统计方法, 监督学习
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据科学, 无监督学习, Algorithm, Scikit-learn (机器学习库), 数据分析, 机器学习, 功能工程, 数据预处理, 文本挖掘, 大数据, 机器学习算法, 降维
中级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月