推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具,以及 SPSS 和 Excel 等软件,支持将这些统计技术应用到真实世界的数据 Set 中。
University of Michigan
您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Analysis, Data Preprocessing, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export
中级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

Rice University
您将获得的技能: Timelines, Ancient History, Scientific Methods, World History, Anthropology, General Science and Research, Environment, Spatial Analysis, Research, Culture, Geospatial Information and Technology, Data Collection, Biology
初级 · 课程 · 1-3 个月

您将获得的技能: Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Exploratory Data Analysis, Model Evaluation, Pandas (Python Package), Matplotlib, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: 经济学, 社会学, 政治科学, 科学与研究, 研究, 研究方法, 研究设计, 定性研究, 社会科学, 人类学, 调查, 实验
初级 · 课程 · 1-3 个月

您将获得的技能: Customer Service, Customer experience strategy (CX), Customer Analysis, Process Mapping, Customer Insights, Process Design, Customer Support, Cross-Channel Marketing, Marketing Operations, Business Process, Web Analytics, Marketing
初级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: 数据整理, 探索性数据分析, 数据清理, 数据科学, 数据预处理, 数据分析, Pandas(Python 软件包), NumPy, 编程原则, Python 程序设计, 绘图(图形), 透视表和图表, 应用机器学习, 运筹学, 数据结构, 数据转换, Jupyter, 脚本, 数据操作, 供应链
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Visualization, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

Dubai College of Tourism
您将获得的技能: 数据驱动的决策制定, 预测, 客户需求规划, 数据分析, 性能分析, 趋势分析, 绩效衡量, 团队管理, 收入管理, 餐厅管理, 餐厅运营, 酒店管理, 收入预测, 业务指标, 关键绩效指标 (KPI)
初级 · 课程 · 1-4 周