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。

Coursera
您将获得的技能: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing
中级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计推理, R 程序设计, 逻辑回归, 统计资料, 回归分析
混合 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 数学软件, 电磁学, 线性代数, 数学建模, 工程计算, 微分方程, 工程分析, 有限元方法, 积分微积分, Matlab, 高等数学, 工程学, 应用数学, 数值分析, 微积分, 模拟和模拟软件, 几何学, 机械工程, 计算思维, 代数
初级 · 专项课程 · 3-6 个月

California Institute of the Arts
您将获得的技能: 角色(用户体验), 用户研究, 响应式网页设计, 用户体验, 平面和视觉设计, 用户界面 (UI) 设计, 用户体验设计, 网络语言, 用户界面和用户体验(UI/UX)设计, 模型, 设计元素和原则, Adobe XD, 交互设计, 网页设计, 设计, 线框设计, 用户界面/用户体验战略, 原型设计, 以用户为中心的设计, 信息架构
初级 · 专项课程 · 3-6 个月

University of Alberta
您将获得的技能: 抽样(统计), 深度学习, 功能工程, 监督学习, 人工智能, 算法, 机器学习, 模拟, 马尔可夫模型, 线性代数, 性能调整, 机器学习算法, 模型评估, 性能测试, 人工智能和机器学习(AI/ML), 强化学习, 概率分布, 人工神经网络, Model Evaluation, Algorithm, 伪代码
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Autoencoders, Unsupervised Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Statistical Methods, Logistic Regression, Tensorflow, Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

您将获得的技能: Brand Awareness, Pivot Tables And Charts, Brand Management, Market Intelligence, Surveys, Marketing Analytics, Branding, Google Analytics, Dashboard, Looker (Software), Business Intelligence, Market Research, Key Performance Indicators (KPIs), Financial Forecasting, Data Storytelling, Tableau Software, Power BI, Forecasting, Regression Analysis, SQL
中级 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Regression Testing, Unit Testing, Test Case, System Testing, Test Automation, Software Testing, Integration Testing, Test Planning, Verification And Validation, Anomaly Detection, Continuous Monitoring
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Risk Modeling, Operations Research, Regression Analysis, Network Model, Resource Allocation, Excel Macros, Business Analytics, Risk Analysis, Simulation and Simulation Software, Business Process Modeling, Microsoft Excel, Strategic Decision-Making, Data Modeling, Business Modeling, Analysis, Data-Driven Decision-Making, Excel Formulas, Business, Spreadsheet Software, Data Analysis
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 功能工程, 机器学习, 预测建模, Scikit Learn(机器学习库), 分类算法, 监督学习, 模型评估, 决策树学习, 无监督学习, 随机森林算法, 回归分析, Python 编程, Model Evaluation, 人工神经网络, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Analysis, Classification Algorithms, Data Collection, Data Cleansing, Image Analysis, Model Deployment, Regression Analysis, No-Code Development, Machine Learning Software, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Methods, Data Science, Exploratory Data Analysis, Machine Learning Algorithms, Artificial Intelligence, Data Processing, Natural Language Processing
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Marketing Analytics, Marketing Budgets, Dashboard, Regression Analysis, Marketing Effectiveness, Data-Driven Decision-Making, Analytics, Statistical Analysis, Statistical Methods, Marketing Strategies, Data Analysis, Return On Investment, Data Visualization, Data Storytelling, Marketing Channel, Budgeting
中级 · 课程 · 1-4 周