数据科学数学课程可以帮助您学习统计分析、线性代数、概率论和微积分。您可以掌握数据 Visualization、假设检验和 Regression 分析方面的技能,这些技能对于有效分析数据至关重要。许多课程都会介绍 Python、R 和 SQL 等工具,以及 NumPy 和 Pandas 等库,帮助您将这些数学概念应用到实际数据集中,增强您的解析能力。

Johns Hopkins University
您将获得的技能: 诊断测试, 患者评估, 公共卫生与疾病预防, 规划, 社区卫生, 慢性疾病, 配药, 医疗保健项目管理, 团队合作, 药物治疗管理, 血压, 生命体征, 护理管理, 合作, 交流, 药房业务, 病人治疗, 药物管理, 药物疗法, 以患者为中心的护理
初级 · 课程 · 1-3 个月

您将获得的技能: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Proposal Development, Strategic Thinking, Business Strategies, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership
中级 · 指导项目 · 不超过 2 小时

Knowledge Accelerators
您将获得的技能: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Test Tools, Acceptance Testing, Software Testing, Test Automation, Test Execution Engine, Test Planning, Software Quality Assurance, Generative AI, Test Data, Test Case, Requirements Analysis, Software Documentation
初级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Environmental Monitoring, Environmental Regulations, Environment, Taxonomy, Geospatial Information and Technology, Environmental Science, Spatial Data Analysis, Research, Scientific Visualization, Data Literacy, Biology, Data Visualization, Physics
中级 · 课程 · 1-4 周

您将获得的技能: Secure Coding, Application Security, DevSecOps, Security Testing, Software Development Methodologies, Configuration Management, Software Development, Software Configuration Management, Software Development Life Cycle, Software Testing, API Testing, Threat Modeling, Application Programming Interface (API), Cloud Security, Risk Management Framework, Change Control
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment
中级 · 课程 · 1-4 周

École Polytechnique
您将获得的技能: 技术解决方案, 能源与公用事业, 基本电气系统, 环境问题, 时间序列分析和预测, 电气系统, 可持续系统, 电力系统
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Threat Management, Vulnerability Assessments, Incident Response, Computer Security Incident Management, Public Key Infrastructure, IT Security Architecture, Disaster Recovery, Vulnerability Management, Regulation and Legal Compliance, Threat Detection, Cyber Security Assessment, Risk Management, Compliance Management, Regulatory Compliance, Network Security, Infrastructure Security, Cloud Security, Hardening, Security Engineering, Software-Defined Networking
初级 · 专项课程 · 1-4 周

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 代码审查, 及时工程, 调试, 负责任的人工智能, Google Cloud 平台, Google 双子座, 应用程序开发, 持续部署, 生成式人工智能, 软件开发工具, 应用程序部署
中级 · 课程 · 1-4 周