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。

Microsoft
您将获得的技能: Storyboarding, User Research, Information Architecture, User Experience Design, Persona (User Experience), Design Research, Design Thinking, User Centered Design, Innovation, Creativity
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 创造力, 质量保证, Adobe Creative Cloud, 多媒体, 媒体制作, 故事板, 编辑, 视频编辑, 后期制作, 叙事, 时间表, 文件管理, Adobe Premiere, 平面和视觉设计, 视频制作
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据结构, Algorithm, 微积分, 硬件设计, 电气工程, 计算机辅助设计, 计算逻辑, 系统设计, 图论, Networking 路由器, 计算机结构, 专用集成电路, 数学建模
中级 · 课程 · 1-3 个月

您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Algorithms, Software Testing, Java, Computer Programming, Software Development, Scalability
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Responsible AI, Model Deployment, Tensorflow, Exploratory Data Analysis, Data Quality, Applied Machine Learning, Data Preprocessing, Machine Learning, Keras (Neural Network Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Data Strategy, Scikit Learn (Machine Learning Library), Dataflow, Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 分类算法, 数据预处理, 机器学习算法, 数据科学, 数据管道, 模型评估, 分析技能, 探索性数据分析, 大数据, 数据整合, 数据建模, 数据分析, 异常检测, 数据仓库, 决策树学习, 数据挖掘, Machine Learning 方法, 无监督学习, 数据清理, 监督学习
攻读学位
中级 · 专项课程 · 1-3 个月

Columbia University
您将获得的技能: 色彩理论, Algorithm, 计算机视觉, 半导体, 图像质量, 计算机图形学, 摄影, 数字信号处理, 图像分析
初级 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Predictive Analytics, Statistical Methods, Descriptive Statistics, Analytics, Business Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Statistical Modeling, Quantitative Research, Case Studies
初级 · 专项课程 · 1-3 个月

Howard University
您将获得的技能: Regression Analysis, Financial Modeling, Business Modeling, Business Analytics, Statistical Analysis, Spreadsheet Software, Forecasting, Data Analysis, Microsoft Excel, Predictive Modeling, Business Strategy
中级 · 课程 · 1-4 周