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: Portfolio Risk, Technical Communication, Return On Investment, Portfolio Management, Regression Analysis, Performance Analysis, Risk Analysis, Investment Management, Market Data, Business Metrics, Verbal Communication Skills, Statistical Analysis, Oral Expression, Equities, Data Storytelling
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计假设检验, 概率与统计, 数学建模, 贝叶斯统计, 统计分析, 统计建模, R 程序设计, 抽样(统计), 概率分布, 回归分析, 概率, 统计资料, 数据科学, 应用数学, 统计推理, 数据建模, 生物统计学, 数据分析, 线性代数, 统计方法
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
混合 · 课程 · 1-4 周

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

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

University of California, Irvine
您将获得的技能: 统计分析, 监督学习, 预测分析, Model Evaluation, 回归分析, 无监督学习, 描述性分析, 模型评估, 预测, 预测建模, 数据建模, 决策树学习, 数据分析, 机器学习, 逻辑回归, 分类算法
中级 · 课程 · 1-4 周

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

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
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初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据预处理, 统计分析, 降维, 深度学习, Model Evaluation, 时间序列分析和预测, 预测, Jupyter, 模型评估, Pandas(Python 软件包), 应用机器学习, 无监督学习, 预测建模, 数据转换, 统计方法
中级 · 课程 · 1-4 周