Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

Columbia University
您将获得的技能: 经济发展, 可持续发展, 人类发展, 餐饮, 减缓气候变化, 健康公平, 公共卫生与疾病预防, 环境问题, 世界历史, 国际关系, 社区发展, 社会经济学, 卫生政策, 环境与资源管理, 公共卫生, 社会正义, 自然资源管理
混合 · 课程 · 3-6 个月

您将获得的技能: Data Warehousing, Data Store, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Data Import/Export, Query Languages
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Data Store, Continuous Deployment, Data Preprocessing, Forecasting
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Feature Engineering, Model Optimization, Generative AI, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, Machine Learning Methods, MLOps (Machine Learning Operations), Google Cloud Platform, Model Evaluation, Data Cleansing, Data Quality, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Amazon Web Services, AWS Kinesis, Amazon DynamoDB, AWS SageMaker, Amazon Redshift, Database Administration, Extract, Transform, Load, Databases, Relational Databases, Real Time Data, Cloud Applications, Database Management Systems, Scalability, Data Integration, Cloud Deployment, Middleware, Cloud-Based Integration, Web Services, Data Warehousing, Data Integrity
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Risk Analysis, Data-Driven Decision-Making, Strategic Decision-Making, Decision Intelligence, Decision Making, Data Analysis, Risk Management, Analytics, Risk Appetite, Complex Problem Solving, Strategic Thinking, Organizational Strategy, Microsoft Excel, Probability, Quantitative Research
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 客户分析, 社交媒体, 内容创作, 数字营销, 关键词研究, 用户体验, 内容战略, 市场营销, 网络分析和搜索引擎优化, 搜索引擎优化, 赢得媒体, 内容优化
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 应用程序开发, 计算机编程, 视频游戏开发, 计算机图形学, 可视化(计算机制图), 编程原则, 用户界面组件, 互动设计, Python 编程, 动态图形, 游戏设计, 事件驱动编程, 计划发展, 开发环境, 动画和游戏设计
混合 · 课程 · 1-3 个月

您将获得的技能: Adobe Express, Content Scheduling, Content Creation, Responsible AI, Logo Design, AI powered creativity, Digital Design, Generative AI, Social Media, Social Media Management, Creative Design, Adobe Photoshop, Visual Design, Content Marketing, Infographics, Content Strategy, Typography, Storytelling, Color Theory, Branding
初级 · 专业证书 · 3-6 个月

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
高级设置 · 课程 · 1-4 周

Technics Publications
您将获得的技能: Data Modeling, Database Design, Data Architecture, Relational Databases, Database Management Systems, Data Engineering, Data Strategy, Database Software, Database Development, Database Theory, Graph Theory, Database Administration, Database Architecture and Administration, Database Management, Databases, Database Systems, Data Governance, Business Analysis, Document Management, Business Analytics
初级 · 课程 · 3-6 个月

您将获得的技能: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers
中级 · 课程 · 1-4 周