Data Lake 课程可以帮助您学习数据摄取、存储管理、数据处理和解析技术。您可以掌握数据治理、模式设计和优化查询性能方面的技能。许多课程会介绍 Apache Hadoop、Amazon S3 和 Apache Spark 等工具,演示这些技术如何支持高效的数据处理和分析。您还将探索数据架构、ETL 流程和数据安全等关键主题,掌握有效管理大型数据集的实用知识。

您将获得的技能: Google Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Customer Insights, Analytics, Business Intelligence, AI Enablement, Predictive Analytics, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 模型评估, MLOps(机器学习 Operator), 数据预处理, 深度学习, 微软 Azure, 负责任的人工智能, 模型部署, 预测建模, 数据库, 应用机器学习, 人工智能和机器学习(AI/ML), 数据科学, 机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Database Application, Application Deployment, Data Import/Export
初级 · 项目 · 不超过 2 小时

您将获得的技能: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI
初级 · 课程 · 1-4 周

您将获得的技能: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Data Import/Export, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, Cloud Storage, Data Storage, Apache Spark, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

您将获得的技能: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Transformation, Dataflow, Data Pipelines, Extract, Transform, Load, Data Warehousing, Data Quality, Data Processing, Apache Airflow, Apache Spark, Google Cloud Platform, Data Lakes, Workflow Management, PySpark, Serverless Computing
中级 · 课程 · 1-3 个月

您将获得的技能: Operational Databases, NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies
初级 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Programming Principles, Data Management, Performance Tuning, Software Development
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Transformation, Customer Analysis, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Development Environment
中级 · 课程 · 1-4 周

您将获得的技能: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时