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。

您将获得的技能: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Query Languages, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Verification And Validation
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 持续集成, 微服务, 文化转型, 软件开发方法, 敏捷软件开发, Agile 方法论, DevOps, 问责制, 云原生计算, CI/CD, 测试驱动开发(TDD), 行为驱动开发, 持续交付, 云计算架构, 团队绩效管理, Scrum(软件开发), 组织发展, 性能指标, 敏捷方法, 持续部署, Agile 软件开发, Devops 工具
初级 · 课程 · 1-3 个月

您将获得的技能: Data Lakes, Microsoft Azure, Data Architecture, Extract, Transform, Load, Power BI, Data Security, Data Transformation, Data Governance, Data Warehousing, Real Time Data, Computing Platforms, Collaborative Software, Data-Driven Decision-Making, Data Integration, Dashboard, Data Analysis, Data Presentation, Cloud Infrastructure, Python Programming, Machine Learning
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Large Language Modeling, AI literacy, LLM Application, Content Creation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Maintenance, Dataflow, Dependency Analysis
高级设置 · 课程 · 1-4 周

Duke University
您将获得的技能: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Data Cleansing, Software Development
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, Pandas (Python Package), Data Storytelling, Data Presentation, Data Preprocessing, Data Processing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Model Training, Data Visualization, Data Governance, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Architecture, Cloud Computing Architecture, Extract, Transform, Load, Cost Control, Cost Containment, Cost Reduction, Expense Management, Resource Allocation, Cost Management, Data Storage, Cost Benefit Analysis, Data Manipulation, Descriptive Analytics, Data Analysis
高级设置 · 课程 · 1-4 周

Yale University
您将获得的技能: 研究方法, 临床研究, 医学术语, 欺诈检测, 统计资料, 医学科学与研究, 描述性统计, 研究, 风险分析, 分析, 统计方法, 数据扫盲, 科学与研究, 科学方法, 生物统计学, 研究设计
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据整合, 数据科学, 内存管理, 数据分析, 数据结构, 数据清理, 数据转换, 统计编程, 网络抓取, Tidyverse(R 软件包), 文本挖掘, R 程序设计, R(软件), 数据整理, 数据操作, 应用编程接口 (API), 数据处理, 数据导入/导出, 网络服务
中级 · 课程 · 1-3 个月

您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Dashboard Creation, Analytics, SQL, Business Analytics, Data Infrastructure, Data-Driven Decision-Making, Warehousing, Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Return On Investment, Interactive Data Visualization, Descriptive Statistics
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Power BI, Statistical Reporting, Financial Data, Dashboard Creation, Dashboard, Statistical Analysis, Business Metrics, R (Software), Data Quality, R Programming, Data Wrangling, Data Preprocessing, Budgeting, Data Manipulation, Data Import/Export, Data Analysis Software, Data Analysis, Data Transformation, Pandas (Python Package)
中级 · 课程 · 3-6 个月