数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具,如 Pandas 和 NumPy 等 Python 库,以及 OpenRefine 等软件,这些工具支持高效执行数据分析任务并确保数据质量,以便进行分析。

您将获得的技能: Object Oriented Programming (OOP), Java, Algorithms, Application Programming Interface (API), Data Structures
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Blockchain, Google Cloud Platform, Web Applications, Web Development Tools, OAuth
中级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google 云端平台, 非结构化数据, 数据采集, 数据处理, 云存储, 无服务器计算, 数据存储, 数据管道, 云 API, 业务过程, 地理信息系统
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Data Sharing, Extract, Transform, Load, Apache Airflow, Data Migration, Data Processing, Data Warehousing, Data Integration, Google Cloud Platform, Metadata Management, Cloud Storage, Big Data, Automation, SQL
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Looker (Software), Data Modeling, Digital Transformation, Real Time Data, Dashboard, Data Governance, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Pivot Tables And Charts, Data Transformation, Data Analysis, Data Visualization Software, Big Data, Analytics, Data Sharing, Database Design, Performance Tuning, Exploratory Data Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Big Data, Data Warehousing, Data Integration, Data Storage, SQL, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Cloud Security, Cloud Computing, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Management, Firewall, Security Management, Identity and Access Management, Network Security, Network Administration, Cloud Storage, General Networking
中级 · 项目 · 不超过 2 小时

您将获得的技能: Cloud Storage, Data Storage Technologies, Disaster Recovery, Data Security, Data Storage, Google Cloud Platform, Data Management, Security Controls
初级 · 项目 · 不超过 2 小时

您将获得的技能: Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Data Warehousing, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability, Data Migration, SQL
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Systems Design, Google Cloud Platform, Analytics, Database Development, Data Infrastructure, Cloud Engineering, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Visualization, Data Storage Technologies, Scalability, Disaster Recovery
高级设置 · 课程 · 1-3 个月