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。
Stanford University
您将获得的技能: 统计建模, 统计方法, 概率分布, Algorithm, 网络分析, 概率与统计, 马尔可夫模型, 贝叶斯网络, 机器学习, 机器学习算法, 应用机器学习
高级设置 · 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

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

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

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Jupyter, Python Programming, Regression Analysis, Forecasting
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, A/B 测试, 数据驱动的决策制定, 数据科学, 统计分析, 数据分析, 数据管理, Data Management, 统计推理, 统计, 技术交流, 统计机器学习, 数据质量
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Predictive Modeling, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Big Data, Plot (Graphics), Data Analysis, Statistical Inference, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement, Data Manipulation
中级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Scikit Learn (Machine Learning Library), Supervised Learning, Climate Change Mitigation, Environment, Public Policies
中级 · 专项课程 · 1-3 个月

您将获得的技能: Excel Macros, Key Performance Indicators (KPIs), Prompt Engineering, Data Storytelling, Performance Measurement, Regression Analysis, Business Metrics, Continuous Improvement Process, Performance Analysis, Business Process Improvement, Performance Improvement, Statistical Hypothesis Testing, Responsible AI, ChatGPT, Microsoft Excel, Generative AI, Data Visualization, Business Analysis, Statistical Analysis, Business Intelligence
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 数据可视化软件, 统计方法, 统计建模, Matplotlib, 统计假设检验, Python 程序设计, 抽样(统计), 统计推理, 数据扫盲, 统计分析, 预测建模, 概率与统计, 贝叶斯统计, 统计编程, 回归分析, 统计, Plotly, 统计软件, 数据可视化, Jupyter
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 统计方法, 数据分析, 统计推理, 沟通, 数据展示, 管理培训与发展, 数据管理, Data Management, 团队管理, 分析技能, 团队领导, 工作流程管理, 探索性数据分析
混合 · 课程 · 1-4 周

您将获得的技能: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Statistical Methods, Applied Machine Learning, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Predictive Modeling, Decision Tree Learning
混合 · 课程 · 1-4 周