Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。

您将获得的技能: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Cleansing, Data Transformation, Predictive Modeling, Pandas (Python Package), Applied Machine Learning, Statistical Methods, Regression Analysis, Scikit Learn (Machine Learning Library), Artificial Neural Networks
初级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), Correlation Analysis, Data Visualization, Descriptive Statistics, Advanced Analytics, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Dashboard, Case Studies, Business Intelligence, Business Analytics, Analytics, Data Analysis, Market Dynamics, Data-Driven Decision-Making, Advanced Analytics, Descriptive Analytics, Predictive Analytics, Interactive Data Visualization, Regression Analysis, Customer Analysis, Revenue Management, Business Requirements, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Scikit Learn(机器学习库), 数据清理, 模型评估, 功能工程, 性能指标, 机器学习, 随机森林算法, 分类算法, 预测建模, 逻辑回归, 决策树学习, Model Evaluation, 监督学习, 数据预处理, 抽样(统计)
中级 · 课程 · 1-3 个月

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Predictive Modeling, Flask (Web Framework), Python Programming, Deep Learning, PyTorch (Machine Learning Library), Programming Principles, Web Applications
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Data Presentation, Regression Analysis, Advanced Analytics, Statistical Analysis, Data Analysis, Data Science, Project Design, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning, Portfolio Management
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Excel 公式, 财务建模, 数据管理, 回归分析, 预测建模, Microsoft Excel, 财务预测, 工艺优化, 解决问题, 财务分析, 统计建模, 数据分析表达式 (DAX), Data Management
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Excel 公式, 商业数学, 回归分析, 数据展示, 预测, 决策, 模型评估, 案例研究, 商业经济学, 统计可视化, 制图, 商业分析, Microsoft Excel, 预测建模, Model Evaluation, 统计分析, 工艺优化, 时间序列分析和预测, 趋势分析, 业务指标, 统计建模
中级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Data Import/Export, Machine Learning, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周