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。

Meta
您将获得的技能: Linux, Linux 命令, 命令行界面, 软件版本控制, 协作软件, 单元测试, Algorithm, 测试驱动开发(TDD), 数据库管理, 编程原则, 计算思维, Django (网络框架), 数据库管理员, 软件可视化, 数据仓库, 数据完整性, 数据库架构与管理, 伪代码, Query 语言, MySQL
初级 · 专业证书 · 3-6 个月

LearnKartS
您将获得的技能: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Cloud API, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), OAuth, Cloud Storage, Application Programming Interface (API), Threat Modeling, Data Encryption Standard
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Warehousing, Data Strategy, Data Management, Small Data, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy
初级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 商业分析, 数据处理, 数据分析, 数据操作, 分类算法, 数据叙事, 数据预处理, 项目范围界定, 业务重点, 机器学习, 数据清理, 无监督学习, 利益相关者的参与, 统计分析, 模型评估, Jupyter, 探索性数据分析, 数据可视化, 摘录
中级 · 专业证书 · 3-6 个月
University of Michigan
您将获得的技能: 数据分析, 数据预处理, 威胁检测, 数据质量, 抽样(统计), 数据访问, 数据收集, 数据管理, Data Management, Data Validation
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 软件安装, 数据结构, R 语言程序设计(中文版), 数据操作, 生物信息学, 大数据, 数据导入/导出, 数据分析软件, 统计编程
混合 · 课程 · 1-4 周

您将获得的技能: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Supervised Learning, Bayesian Statistics, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Cloud Security, Data Loss Prevention, Data Security, Personally Identifiable Information, Information Privacy, Cloud Computing, Google Cloud Platform, Cloud Services
初级 · 项目 · 不超过 2 小时