应用数据科学课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握数据 Cleaning、探索性数据分析和预测性解析方面的技能,从而从复杂的数据集中获得洞察力。许多课程都会介绍 Python、R 和 SQL 等工具,以及 Pandas 和 Scikit-learn 等库,支持在实际应用中实施数据驱动的解决方案和自动化流程。

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
中级 · 课程 · 1-4 周

The University of Chicago
您将获得的技能: 化学, 物理学, 热管理, 环境, 环境科学, 模拟, 数学建模, 适应气候变化, 物理科学, 减缓气候变化, 能源与公用事业, 可持续发展
混合 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, 数据驱动的决策制定, 预测建模, 负责任的人工智能, 数据综合, 生成式人工智能, 数据伦理, 数据预处理, AI 赋能, AI 产品战略
中级 · 课程 · 1-4 周

Yale University
您将获得的技能: 健康与保健 Coach, 心理学, 弹性, 社交技能, 认知行为疗法, 正念, 设定目标, 成长意识, 行为健康, 积极行为支持
混合 · 课程 · 1-3 个月

Edureka
您将获得的技能: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Literacy, Data Visualization, Data Presentation, Tableau Software, Presentations, Data Visualization Software, Dashboard, Data Analysis, Web Content Accessibility Guidelines, Stakeholder Engagement
初级 · 课程 · 1-4 周

Ball State University
您将获得的技能: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据架构, 亚马逊网络服务, 可扩展性, 数据仓库, 数据处理, 系统要求, 云计算, 性能调整, 安全控制, 摘录, 需求分析, 数据管道
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Sustainable Design, Sustainable Technologies, Sustainable Engineering, Sustainable Business, Energy and Utilities, Sustainable Development, Corporate Sustainability, Strategic Leadership, Product Engineering, Environmental Management Systems, Environmental Engineering, Waste Minimization, Packaging and Labeling, Product Lifecycle Management, Climate Change Mitigation, Emerging Technologies
攻读学位
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Predictive Modeling, Engineering Analysis, Control Systems, Probability
中级 · 专项课程 · 3-6 个月