Data Lake 课程
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。
热门 Data Lake 课程和认证
状态：免费试用University of Glasgow
您将获得的技能: Data Literacy, Business Transformation, Data-Driven Decision-Making, Strategic Leadership, Leadership, Leadership Development, Leadership and Management, Organizational Change, Big Data, Data Management, Analytical Skills, Decision Making, Agile Methodology
状态：免费试用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
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
您将获得的技能: Google Cloud Platform, Data Pipelines, Data Migration, Data Lakes, Data Integration, Data Transformation, Exploratory Data Analysis, Cloud Management, Data Management, DevOps
状态：新Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
您将获得的技能: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Pipelines, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
状态：免费试用Vanderbilt University
您将获得的技能: SQL, Generative AI, Data Visualization, Database Design, Interactive Data Visualization, Query Languages, Data Capture, Data Analysis, Debugging, ChatGPT, Prompt Engineering, Databases, Data Validation
状态：免费试用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
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据预处理, 统计推理, 机器学习, 统计分析, 统计假设检验, 预测建模, 数据科学, 数据建模, 模型评估, 统计建模, R 语言程序设计（中文版）, Rmarkdown, 统计方法, 数据分析, 回归分析, Tidyverse（R 软件包）, 分类与回归树 (CART)
状态：新状态：预览您将获得的技能: 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
状态：免费试用Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
总之，以下是 10 最受欢迎的 data lakes 课程
- Data-Driven Leadership Skills Course 3: Data-Driven Leaders: University of Glasgow
- 数据工程顶点项目: IBM
- Data Science Fundamentals, Part 1: Pearson
- Exploring the Lineage of Data with Cloud Data Fusion: Google Cloud
- AI Integration in Healthcare Patient Data: Illinois Tech
- Interactive Statistical Data Visualization 101: Coursera
- Apache Pig: Analyze, Transform & Optimize Data: EDUCBA
- Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
- Google 工作空间数据治理: Google Cloud
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
