大数据课程
Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具，这些工具支持处理海量信息并有效地呈现见解。此外，您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。
热门 Big Data 课程和认证
Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, Data Integration, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Software Installation
您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Processing, Data Management
Google Cloud
您将获得的技能: Google Cloud Platform, NoSQL, Big Data, Database Administration, Data Access, Databases, Data Store, Command-Line Interface, Data Analysis
Northeastern University
您将获得的技能: Database Management Systems, Data Modeling, Databases, Database Design, Database Systems, Database Management, Database Theory, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Integration, Data Storage Technologies, Data Management, Apache Hadoop, Apache Spark, Conceptual Design, MongoDB
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Analysis, Analytics, Social Media Analytics, Data Processing, Query Languages, Data Transformation, Data Preprocessing, Scripting
您将获得的技能: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)
Starweaver
您将获得的技能: Data Warehousing, Data Architecture, SQL, Business Intelligence, Data Pipelines, Data Modeling, Data Management, Data-Driven Decision-Making, Query Languages, Data Transformation, Performance Tuning, Cloud Computing, Cloud Management, Python Programming
您将获得的技能: Data Pipelines, Data Warehousing, SQL, Data Integration, Google Cloud Platform, Data Processing, Data Quality, Data Validation, Apache Spark, Generative AI, Data Manipulation, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning Methods, Model Evaluation, Machine Learning, Time Series Analysis and Forecasting, Classification Algorithms
您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Cloud Infrastructure, Data Modeling, Database Design, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
Coursera
您将获得的技能: Statistical Reporting, Data Visualization, Big Data, SQL, Interactive Data Visualization, Query Languages, Data Import/Export, Google Cloud Platform, Data Warehousing, Data Sharing, Analytics
Google Cloud
您将获得的技能: 数据完整性, 数据分析, 数据转换, 查询语言, Looker (软件), 仪表板创建, 数据清理, 数据仓库, Google 工作表, Google Cloud 平台, 数据导入/导出, 数据管道, 数据可视化软件, 数据处理, 摘录
Google Cloud
您将获得的技能: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Cloud Management, Data Validation
总之，以下是 10 最受欢迎的 big data 课程
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- Engineering Data Ecosystems: Pipelines, ETL, Spark: Coursera
- Bigtable: Qwik Start - Command Line: Google Cloud
- Database to AI: Practical Data Analytics Integration: Northeastern University
- Hadoop Projects: Apply MapReduce, Pig & Hive: EDUCBA
- Optimizing Spark and Cloud Data Storage for Analytics: Coursera
- Build a Data Warehouse Using BigQuery: Starweaver
- Google BigQuery for Data and ML Engineers: Pearson
- Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
- Working with BigQuery: Coursera
