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。

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

IBM
您将获得的技能: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 统计建模, 统计分析, 抽样(统计), 数据转换, 统计假设检验, 回归分析, 数据分析软件, 统计方法, 概率分布
中级 · 课程 · 1-4 周

您将获得的技能: User Experience Design, Responsive Web Design, Storyboarding, Adobe XD, Information Architecture, User Experience, UI/UX Research, Web Design, Usability Testing, Cross Platform Development, Figma (Design Software), User Interface and User Experience (UI/UX) Design, User Centered Design, Prototyping, Wireframing, User Research, User Story, Presentations, Human Factors, Persona (User Experience)
初级 · 专业证书 · 3-6 个月

Khalifa University
您将获得的技能: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of London
您将获得的技能: 气候变化计划, 相关性分析, 微软Excel, 环境科学, 环境政策, 统计, 政策分析, 描述性统计, 数据分析, 数据可视化, 概率分布, 散点图
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression
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中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 数据伦理, 决策树学习, Scikit-learn (机器学习库), 机器学习算法, 异常检测, 无监督学习, 分类算法, 机器学习, 统计机器学习, 回归分析, 数据预处理, 功能工程, 应用机器学习, 数据挖掘, 监督学习, 模型评估
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Analysis, Estimation, R (Software), Data Visualization, Risk Analysis, Probability, Statistical Methods, R Programming, Return On Investment, Probability & Statistics, Problem Solving
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初级 · 专项课程 · 3-6 个月