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。

Alberta Machine Intelligence Institute
您将获得的技能: AI 产品战略, 持续监测, MLOps(机器学习 Operator), 企业战略, 利益攸关方沟通, 应用机器学习, 数据伦理, AI 赋能, 性能指标, 机器学习, 风险缓解, 性能调整, 道德标准与行为, 模型部署, 业务运营, 数据维护, 模型评估, 系统集成, 运行分析, 负责任的人工智能
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

Universiteit Leiden
您将获得的技能: 护理协调, 基于价值的护理, 风险分析, 社区卫生, 以患者为中心的护理, 持续质量改进 (CQI), 地理信息系统, 数据共享, 健康促进, 护理管理, 病人教育与咨询, 慢性疾病, 预防保健, 空间分析
中级 · 课程 · 1-3 个月

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

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

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: Microsoft Word, Microsoft Excel, Microsoft Outlook, Excel Formulas, Spreadsheet Software, Business Reporting, Microsoft Office, Gmail, Excel Macros, Productivity Software, Google Workspace, Computer Literacy, Google Docs, Trend Analysis, Business Communication, Virtual Teams, Organizational Skills
初级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: File I/O, C and C++, Communication Systems
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 探索性数据分析, 预测建模, 统计假设检验, 数据预处理, 统计分析, 回归分析, 分类与回归树 (CART), Rmarkdown, 统计建模, 数据分析, 数据建模, 统计推理, R 语言程序设计(中文版), 模型评估, 统计方法, 数据科学, 机器学习, Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Google Cloud Platform, Model Deployment, Data Preprocessing, Data Quality, Model Evaluation, Exploratory Data Analysis, Keras (Neural Network Library), Embeddings, Applied Machine Learning, Supervised Learning, Data Processing, Logistic Regression, MLOps (Machine Learning Operations), Machine Learning Algorithms, Machine Learning, AI Enablement, Artificial Neural Networks, Data Transformation
中级 · 专项课程 · 3-6 个月

L&T EduTech
您将获得的技能: Geospatial Information and Technology, Spatial Analysis, Geographic Information Systems, GIS Software, Database Management, ArcGIS, Global Positioning Systems, Decision Support Systems, Data Modeling, Open Source Technology, Web Applications, Mobile Development
中级 · 课程 · 1-3 个月

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