应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和数据可视化。
University of Michigan
您将获得的技能: 模型培训, 机器学习, 模型优化, Model Evaluation, 无监督学习, 模型评估, 机器学习算法, 功能工程, 人工神经网络, 机器学习方法, Python 编程, 应用机器学习, 监督学习, 预测建模, Scikit Learn(机器学习库), 分类算法
★ 4.6 (8780) · 中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Statistical Methods, Descriptive Statistics, Statistical Analysis, General Mathematics, Algebra
★ 4.5 (12) · 中级 · 课程 · 1-4 周

您将获得的技能: Statistical Methods, Regression Analysis, Statistics, Statistical Analysis, Time Series Analysis and Forecasting, Statistical Programming, Probability & Statistics, R (Software), R Programming, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Logistic Regression, Data Storytelling, Power BI, Data Presentation, Forecasting
初级 · 课程 · 1-3 个月

Logical Operations
您将获得的技能: Data Transformation, Microsoft Excel, Sampling (Statistics), Data Cleansing, Data Wrangling, Statistical Visualization, Data Analysis Software, Data Analysis, Statistical Analysis, Data Integration, Microsoft Office, Microsoft 365, Productivity Software
混合 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Statistics, Probability & Statistics, Analytics, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting, Case Studies, Programming Principles
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
中级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Bayesian Statistics, Statistical Modeling, Predictive Analytics, Statistics, Regression Analysis, Predictive Modeling, Statistical Inference, Probability & Statistics, Mathematical Modeling, Model Evaluation, Data Analysis, Data Science, Statistical Machine Learning, Statistical Analysis, Statistical Programming, Markov Model, Probability Distribution, Sampling (Statistics), Machine Learning, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistical Methods, Predictive Modeling, Generative AI, Forecasting, Power BI, Model Evaluation
初级 · 课程 · 1-3 个月

您将获得的技能: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Data Visualization, Descriptive Statistics, Statistical Analysis, Plot (Graphics), Business Analytics, Statistics, Sampling (Statistics), Statistical Software, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Analytical Skills, Case Studies, Statistical Visualization, Statistical Modeling, Data Validation
初级 · 专项课程 · 1-3 个月

您将获得的技能: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: People Analytics, Employee Surveys, Statistical Hypothesis Testing, Oral Expression, Data Literacy, Verification And Validation, Data Analysis, Statistical Analysis, Employee Engagement, Statistical Reporting, Statistical Methods, Analytics, AI Integrations, Excel Formulas, Probability & Statistics, Data Storytelling, Microsoft Excel, Prompt Engineering
初级 · 课程 · 1-4 周