回归课程可以帮助您学习统计建模、数据分析技术以及如何解释变量之间的关系。您可以掌握线性回归、Logistic Regression、理解残差以及评估模型性能的技能。许多课程都会介绍 R、Prediction 和 Excel 等工具,这些工具支持进行分析和数据 Visualization,让您可以将这些技能应用到实际工作中,如根据数据预测结果和做出明智的决策。

您将获得的技能: Data Visualization, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling, Ggplot2
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Data Science, Dimensionality Reduction, Advanced Analytics, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Predictive Modeling, Linear Algebra, Probability Distribution
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中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Econometrics, Regression Analysis, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Mathematical Modeling, Probability Distribution
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初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Predictive Analytics, Statistical Modeling, Machine Learning, Machine Learning Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra
中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Statistical Methods, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Validation, Data Analysis, R Programming, Supervised Learning, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Scatter Plots, Data Analysis, Predictive Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Data Validation
混合 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 数据清理, 预测建模, 数据操作, Matplotlib, 数据分析, 数据导入/导出, 数据整理, 数据转换, Scikit-learn (机器学习库), NumPy, 探索性数据分析, 回归分析, 统计分析, Pandas(Python 软件包), 功能工程, 数据驱动的决策制定, 数据可视化, 数据管道
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 预测建模, 统计假设检验, 机器学习算法, 回归分析, Plotly, 概率与统计, 机器学习, 闪亮(R 套件), 功能工程, GitHub, R 语言程序设计(中文版), 数据科学, 统计建模, 统计分析, 探索性数据分析, 统计推理, 数据可视化, Rmarkdown, 数据展示
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Presentation, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Analytics, Scatter Plots, Credit Risk, Microsoft Excel
混合 · 课程 · 1-4 周

IBM
您将获得的技能: PyTorch(机器学习库), 预测建模, 数据操作, 人工神经网络, 张力流, 机器学习, 回归分析, 概率与统计, 统计建模, 深度学习
中级 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Regression Analysis, Predictive Analytics, Machine Learning Methods, Data Processing, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
混合 · 课程 · 1-4 周