统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication
初级 · 课程 · 1-4 周

Pragmatic AI Labs
您将获得的技能: Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Microsoft Copilot, Model Evaluation, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, Authentications, Prompt Patterns, AI Security, Generative AI, Security Controls, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Applied Machine Learning
中级 · 课程 · 1-4 周

初级 · 专业证书 · 3-6 个月

中级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Dashboard, Data Visualization, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Storytelling, Business Analytics, Data Visualization Software, Data Analysis, Trend Analysis, Forecasting, Data Cleansing, Data Preprocessing, Analytics, Data Manipulation, R (Software), Data-Driven Decision-Making, R Programming, Time Series Analysis and Forecasting
初级 · 专项课程 · 3-6 个月

初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 数据分析, 数据展示, 大数据, 定量研究, 非结构化数据, 交互式数据可视化, 回归分析, 文本挖掘, 数据可视化, 分析, 数据收集, 统计分析, Python 编程, R 程序设计, 社交网络分析, 应用编程接口 (API), 数据挖掘, 统计方法, 相关性分析
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Microservices, Containerization, Application Deployment, Service Level, Debugging, Unit Testing, Software Testing, System Monitoring, Docker (Software), Software Architecture, Kubernetes, Restful API, CI/CD, Scalability, Systems Architecture, Cloud Computing Architecture, Application Performance Management, Continuous Monitoring
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Machine Learning, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Data Cleansing, Data Quality, AI Enablement, Prompt Engineering, Cloud Deployment, Supervised Learning, Scikit Learn (Machine Learning Library), AI Workflows, Cloud Computing
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 应用程序开发, 模型评估, 自然语言处理, 机器学习, 文本挖掘, 无监督学习, 回归分析, 功能工程, 应用机器学习, 预测建模, 分类算法, Model Evaluation, Python 编程, 图像分析, 人工智能, 深度学习, 监督学习, 数据预处理, 计算机视觉
混合 · 课程 · 1-3 个月

ESSEC Business School
您将获得的技能: 数据分析, 交流, 数据展示, 预测, 商业智能, 商业分析, 回归分析, 信息技术, 数据可视化, 预测分析, 统计分析, 统计方法, 商业, 战略思考, R 程序设计
混合 · 课程 · 1-3 个月