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。

University of Cape Town
您将获得的技能: 数据操作, 统计分析, 统计假设检验, 回归分析, 统计编程, 统计可视化, 描述性统计, 定量研究, 数据扫盲, 生物统计学, 机器学习, 绘图(图形), 深度学习
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction
中级 · 课程 · 1-3 个月

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

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Information and Technology, Statistical Methods, Statistical Modeling, R Programming, Statistical Analysis, R (Software), Probability & Statistics, Descriptive Statistics, Data Analysis, Correlation Analysis, Data Validation, Simulations, Histogram, Box Plots, Simulation and Simulation Software
初级 · 课程 · 1-3 个月

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 Pennsylvania
您将获得的技能: 模拟和模拟软件, 统计分析, 统计假设检验, 数学建模, Excel 公式, 数据驱动的决策制定, 微软Excel, 金融建模, 风险管理, 预测建模, 运筹学, 概率分布
混合 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Artificial Neural Networks
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Generative Model Architectures
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计方法, 回归分析, 统计分析, 统计假设检验, 概率与统计, 数据分析, 数据科学, 数据建模, R 语言程序设计(中文版), 描述性统计, Rmarkdown, 统计推理, 机器学习, Tidyverse(R 软件包), 分类与回归树 (CART), 预测建模, 探索性数据分析
混合 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Predictive Modeling, Statistical Modeling, Big Data, Regression Analysis, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Manipulation, Data Cleansing
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 应用数学, 商业分析, 数学建模, 决策, 运营管理, 生产规划, 投资管理, 投资组合管理, 金融, 分析, 资源分配, 微软Excel, 员工队伍规划, 劳动力管理, 制造 Operator, 金融建模, 供应链, 运筹学, 工艺优化
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Python Programming, Data Manipulation, Pandas (Python Package), NumPy
中级 · 课程 · 1-3 个月