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: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Decision Tree Learning, Deep Learning, Statistical Analysis, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Pandas (Python Package), Python Programming, Software Visualization
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Data Analysis, Statistical Methods, Probability & Statistics, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计假设检验, 预测建模, 回归分析, 数据建模, 数学建模, 概率与统计, 数据伦理, 数据科学, 统计方法, 统计推理, 统计建模, 统计分析, R 语言程序设计(中文版), 线性代数
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中级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 商业分析, 工艺优化, 数学建模, 制图, 分析, 商业数学, 决策, 运筹学, 业务建模, 微软Excel, 数据驱动的决策制定, 资源分配, 线性代数, 解决方案设计
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Regression Analysis, Data Analysis
初级 · 指导项目 · 不超过 2 小时

IIT Roorkee
您将获得的技能: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Data Science, Machine Learning, Advanced Mathematics, Applied Mathematics, Python Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis
初级 · 指导项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
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混合 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Processing, Pandas (Python Package), Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: 数据可视化软件, 时间序列分析和预测, 预测, 回归分析, 统计分析, 统计建模, 商业数学, 趋势分析, 微软Excel
中级 · 课程 · 1-3 个月