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 California, Irvine
您将获得的技能: 交互式数据可视化, 探索性数据分析, 热图, 数据可视化软件, 数据展示, 统计可视化, 散点图, 数据伦理, 数据叙事, 数据完整性, Tableau 软件
混合 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
中级 · 课程 · 1-3 个月

Tecnológico de Monterrey
您将获得的技能: Web Analytics, Google Analytics, Search Engine Marketing, Marketing Analytics, Market Research, Digital Marketing, Analytical Skills, Online Advertising, Email Marketing, Customer Data Management, Analytics, Consumer Behaviour, Data Analysis, Customer Relationship Management, Advertising Campaigns
初级 · 课程 · 1-4 周

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

University of Science and Technology of China
您将获得的技能: Lifelong Learning, Learning Strategies, Adaptability, Willingness To Learn, Personal Development, Social Studies, Trend Analysis, digital literacy, Emerging Technologies, Open Mindset, Social Impact, Technology Solutions, Innovation, Digital Transformation
混合 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Packt
您将获得的技能: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Machine Learning, Data Pipelines, Data Preprocessing, Feature Engineering, Sampling (Statistics), Data Integration, Model Evaluation, Workflow Management, Complex Problem Solving
中级 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Data Quality, Data Integrity, Data Validation, Data Governance, Quality Assurance, Data Collection, Data Strategy, Data Preprocessing, Data Analysis, Verification And Validation, Design Strategies, Sampling (Statistics)
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月