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。

The Chinese University of Hong Kong
您将获得的技能: Statistical Software, Statistical Modeling, Model Evaluation, Statistical Analysis, Social Sciences, Statistical Methods, Correlation Analysis, Regression Analysis, Econometrics, Research Methodologies, Analysis, Data Analysis
混合 · 课程 · 3-6 个月

您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Data Transformation, Regression Analysis, Feature Engineering, Decision Tree Learning, Machine Learning, Exploratory Data Analysis
初级 · 指导项目 · 不超过 2 小时

Howard University
您将获得的技能: Regression Analysis, Correlation Analysis, Financial Modeling, Spreadsheet Software, Business Analysis, Business Modeling, Business Analytics, Microsoft Excel, Data Modeling, Statistical Analysis, Analysis, Forecasting, Risk Analysis, Data Analysis, Complex Problem Solving, Predictive Modeling, Business Process, Investment Management, Process Optimization, Business Strategy
中级 · 专项课程 · 1-3 个月

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

您将获得的技能: Process Capability, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Statistics, Work Breakdown Structure, Lean Six Sigma, Process Analysis, Data Collection, Project Scoping, Performance Measurement, Customer experience improvement, Quality Improvement, Quality Control
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 机器学习, 商业分析, 探索性数据分析, 数据驱动的决策制定, 数据伦理, 数据叙事, 生成式人工智能, 业务流程自动化, 项目实施, 商业智能, 数据扫盲, 负责任的人工智能
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning
攻读学位
高级设置 · 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

您将获得的技能: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Data Storytelling, Spreadsheet Software, Generative AI, Data Analysis
初级 · 课程 · 1-4 周