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。
Google Cloud
您将获得的技能: 数据管理, 系统配置, 电子邮件, 数据存储, 文件管理, 数据访问, Data Governance, 信息管理, Google 工作空间, 数据安全, 数据导入/导出, 数据丢失预防, 记录管理, 电子邮件安全
初级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Pipelines, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Integrity, Case Studies, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration, Continuous Improvement Process
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
初级 · 指导项目 · 不超过 2 小时

University at Buffalo
您将获得的技能: 物联网, 数据收集, 业务流程建模, 组织战略, 数据完整性, 数据驱动的决策制定, 业务过程, 绩效衡量, Data Validation, 商业分析, 运行绩效管理, 过程分析, 关键绩效指标 (KPI), 流程制图, 流程改进, 差距分析
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Data Analysis, Data Mining, Data Manipulation, SQL, Data Management
初级 · 项目 · 不超过 2 小时

IBM
您将获得的技能: Python 程序设计, 数据库, 数据管道, 关系数据库, MySQL, 大数据, IBM DB2, 数据仓库, MongoDB, Apache Spark, SQL, PostgreSQL, 数据库设计, 数据分析, 应用机器学习, 统计报告, NoSQL, 数据架构, 摘录, IBM Cognos 分析
高级设置 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
初级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据操作, 数据展示, 仪表板, 数据共享, 数据可视化软件, Looker (软件), 数据导入/导出, 数据分析
初级 · 课程 · 1-3 个月