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。

University of California San Diego
您将获得的技能: Python 程序设计, 模型部署, 数据处理, 分类算法, Flask(网络框架), MLOps(机器学习 Operator), 模型评估, 监督学习, 数据可视化软件, 数据操作, 预测建模, 机器学习算法, 应用机器学习, 机器学习, 预测分析, 功能工程, 设计思维, 数据可视化, Data Validation, 网页抓取
中级 · 专项课程 · 3-6 个月

您将获得的技能: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: SQL, Oracle 数据库, 分析, 商业智能, 数据架构, 数据库管理系统, 大数据, Data Governance, 数据整合, 数据管理, Data Management, 数据仓库, 关系数据库, 数据挖掘, PostgreSQL
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Linux 命令, 文件管理, Unix, 数据处理, 生物信息学, 分子生物学, 数据管理, Data Management, 大数据, 命令行界面, 数据分析软件, Unix 命令
混合 · 课程 · 1-4 周
University of Washington
您将获得的技能: Python 程序设计, 可扩展性, 数据分析, 数据库系统, 数据库, 数据处理, SQL, 数据科学, 分布式计算, 图论, NoSQL, Algorithm, 数据操作, 大数据, Apache Spark, 关系数据库, Apache Hadoop, 云计算, Query 语言, 数据流
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Image Analysis, Data Processing, Data Science, Data Manipulation, Big Data, Performance Tuning, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics
中级 · 指导项目 · 不超过 2 小时

Institut Mines-Télécom
您将获得的技能: General Data Protection Regulation (GDPR), Data Literacy, Data Modeling, Business Intelligence, Data Strategy, Data Management, Data Governance, Digital Transformation, Business Analytics, Data Visualization, Information Management, Competitive Intelligence, Data Analysis, Data Quality, Big Data, Business Strategy, Technology Strategies, Artificial Intelligence, Compliance Management
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Google Cloud Platform, Cloud Security, Data Integrity, Performance Tuning, Data Security, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Cloud Storage, Issue Tracking, Data Storage Technologies, Extract, Transform, Load, Unit Testing, Data Transformation
中级 · 专项课程 · 3-6 个月

您将获得的技能: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, SQL, Data Manipulation, Data Cleansing
中级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Data Storytelling, Digital Transformation, Data Presentation, Data Visualization, Data-Driven Decision-Making, Business Transformation, Persuasive Communication, Employee Engagement, Data Strategy, Customer experience strategy (CX), Data Science, Storytelling, Applied Machine Learning, Influencing, Agile Methodology, Analytics, Business Analytics, Business Modeling, Data Quality, Stakeholder Communications
初级 · 专项课程 · 3-6 个月

LearnKartS
您将获得的技能: AWS Kinesis, AWS SageMaker, Serverless Computing, Amazon CloudWatch, Containerization, Amazon Web Services, Data Migration, Amazon DynamoDB, Amazon S3, AWS CloudFormation, Amazon Redshift, Infrastructure as Code (IaC), CI/CD, SQL, Extract, Transform, Load, Cloud Engineering, Real Time Data, Cloud Security, AWS Identity and Access Management (IAM), Data Processing
初级 · 专项课程 · 1-3 个月