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。

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plotly, Data Pipelines, Matplotlib, Kubernetes, Dashboard, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Analysis, Data Processing, Query Languages, Unstructured Data, Data Transformation, Scripting
混合 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Dataflow, Data Lakes, Big Data, Data Pipelines, Tensorflow, Extract, Transform, Load, Apache Spark, MLOps (Machine Learning Operations), Data Migration, Data Warehousing, Data Infrastructure, Data Architecture, Unstructured Data, Apache Hadoop, Applied Machine Learning, Real Time Data, Data Processing, Feature Engineering, PySpark
中级 · 专项课程 · 3-6 个月
LearnQuest
您将获得的技能: 统计分析, 数据处理, 数据架构, 云基础设施, 数据战略, 可扩展性, 分析, 云平台, 数据存储, 大数据, 云计算解决方案, 云计算, 公共云, 数据仓库, 云服务, 数据分析, 云计算架构, 摘录, 软件即服务
初级 · 专项课程 · 3-6 个月

您将获得的技能: Real Time Data, Google Cloud Platform, Data Pipelines, Dataflow, Data Import/Export, Data Lakes, PySpark, Extract, Transform, Load, Tensorflow, Apache Spark, Dashboard, Data Processing, Big Data, Apache Hadoop, Unstructured Data, Data Warehousing, Feature Engineering, Data Architecture, Applied Machine Learning, Cloud Storage
中级 · 专项课程 · 3-6 个月

Universidad de los Andes
您将获得的技能: Public Cloud, Big Data, Apache Hadoop, Apache Spark, Data Architecture, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, NoSQL, File Systems, Data Storage
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: MySQL, 关系数据库, 数据管理, Data Management, SQL, 数据库, 数据库设计, 商业分析, 数据分析, 数据建模, 大数据
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据可视化软件, 数据管道, SQL, 谷歌工作表, 数据导入/导出, 数据清理, 数据完整性, 数据转换, Looker (软件), 数据分析, 数据仓库, 大数据, Google 云端平台, 摘录
中级 · 课程 · 1-3 个月

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, Data Transformation, Development Environment, Distributed Computing, Build Tools, Regression Analysis, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Real Time Data, Data Pipelines, Google Cloud Platform, Tensorflow, Data Import/Export, Big Data, Feature Engineering, Extract, Transform, Load, Dashboard, Apache Spark, Data Warehousing, Cloud Engineering, Apache Airflow, MLOps (Machine Learning Operations), Data Lakes, Data Management, Applied Machine Learning, PySpark, Data Integration
中级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据管理, Data Management, 网络分析, 可扩展性, 图论, 无监督学习, 分布式计算, 分析, Algorithm, Query 语言, 计算平台, 大数据, 数据库设计
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning
高级设置 · 课程 · 1-3 个月