统计建模课程可以帮助您学习回归分析、假设检验和数据可视化技术。您可以培养解释统计结果、验证 Data Model 和根据数据进行预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施统计方法和有效分析数据集。

Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计分析, 分类算法, 无监督学习, 数据科学, R 程序设计, 机器学习算法, 回归分析, 预测建模, 统计方法, 机器学习, 统计建模, 监督学习, 模型评估
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中级 · 课程 · 1-3 个月

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

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
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中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 数据驱动决策, 统计分析, 模拟和模拟软件, 电子表格软件, 统计假设检验, 预测建模, Microsoft Excel, 数学建模, 运筹学, 概率分布, 风险管理, 风险分析
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 回归分析, 概率与统计, 统计分析, 预测建模, 公共卫生, 统计方法, 统计建模, 统计推理, 高级分析, 生物统计学, 逻辑回归, 模型评估
初级 · 课程 · 1-4 周

您将获得的技能: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
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中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 分类与回归树 (CART), 数据科学, 统计假设检验, 回归分析, 统计方法, 统计建模, 机器学习, 模型评估, 预测建模, 数据建模, 统计推理, 数据分析, Rmarkdown, 数据预处理, R 程序设计, 探索性数据分析, Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
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中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 概率与统计, 公共卫生, 流行病学, 统计方法, 回归分析, 统计建模, 统计推理, 定量研究, 生物统计学, 风险分析, 逻辑回归
初级 · 课程 · 1-3 个月