数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具,这些工具支持分析数据集和实施统计模型。通过使用这些工具,您可以有效地将统计方法应用到现实世界的数据挑战中,从而提高您得出有意义见解的能力。

Saïd Business School, University of Oxford
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Responsible AI, OpenAI, Artificial Neural Networks, AI Security, Data Ethics, Governance, Artificial Intelligence, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Compliance Management, AI Product Strategy, Business Ethics, Risk Management, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据操作, 数据可视化软件, 机器学习, 分类算法, 数据处理, 机器学习算法, 模型部署, Python 程序设计, 预测建模, 模型评估, 预测分析, 应用机器学习, MLOps(机器学习 Operator), 功能工程, Flask(网络框架), 网页抓取, 数据可视化, 设计思维, 监督学习, Data Validation
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 集成开发环境, 数据操作, Algorithm, 数据分析, 面向对象编程(OOP), 数据处理, 计算机编程, 计划发展, 调试, 编程原则, 软件文档, 数据导入/导出, 软件测试, API 设计, 解决问题, Java, 软件设计, Java 编程, 统计分析, 文件输入/输出
初级 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 正念, 弹性, 行为健康, 情绪商数, 压力管理, 同情心, 心理健康, 自我意识, 心理健康疗法, 积极行为支持, 危机干预
初级 · 课程 · 1-3 个月

IMD - International Institute for Management Development
您将获得的技能: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Sustainable Business, Sustainable Development, Business Ethics, Compliance Management, Sustainability Reporting, Environmental Management Systems, Stakeholder Management, Governance, Stakeholder Engagement, Leadership, Social Impact, Stakeholder Communications, Risk Management, Business Strategy, Organizational Change
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Bioinformatics, Molecular Biology, Data Visualization Software, Statistical Analysis, Command-Line Interface, Linux
中级 · 课程 · 1-4 周

您将获得的技能: Responsive Web Design, Web Design, Cascading Style Sheets (CSS), User Interface (UI), Interactive Design, User Interface (UI) Design, Javascript, Front-End Web Development, Hypertext Markup Language (HTML), Animations, Web Development, Event-Driven Programming
中级 · 课程 · 3-6 个月

您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
中级 · 专业证书 · 3-6 个月

您将获得的技能: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Prompt Engineering, Responsible AI, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Transformation, Continuous Monitoring, Feature Engineering, Natural Language Processing, Artificial Intelligence, Data Collection
高级设置 · 课程 · 1-3 个月

The State University of New York
您将获得的技能: 分子生物学, 数据预处理, 分类算法, 预测建模, R 语言程序设计(中文版), 健康信息学, 大数据, 生物医学技术, 功能工程, 数据挖掘, 分析, 生物信息学, 统计分析
高级设置 · 课程 · 1-3 个月

University of Virginia
您将获得的技能: 消费者行为, 数据驱动的决策制定, 战略营销, A/B 测试, 资源分配, 营销预算, 营销策略, 投资回报, 客户洞察, 回归分析, 预测分析, 客户分析, 品牌管理, 营销分析, 营销效果, 统计分析
初级 · 课程 · 1-3 个月