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 Colorado Boulder
您将获得的技能: 统计, 统计推理, 数据操作, 描述性统计, 统计假设检验, 概率分布, R（软件）, 统计分析, 概率, 数据科学, R 语言程序设计（中文版）, 统计方法, 数据分析, 柱状图, 抽样（统计）
状态：新状态：免费试用您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
状态：免费试用University of California San Diego
您将获得的技能: 数据结构, Algorithm, 非结构化数据, 面向对象编程（OOP）, 调试, 理论计算机科学, JUnit, 性能调整, Java, 单元测试
您将获得的技能: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data
状态：新状态：预览Coursera
您将获得的技能: Social Media Marketing, Instagram, Business Intelligence, Predictive Modeling, Predictive Analytics, Case Studies
状态：新状态：免费试用您将获得的技能: JSON, Data Structures, Javascript, Application Programming Interface (API), Computer Programming, Object Oriented Programming (OOP), Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
状态：新状态：免费试用您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
状态：免费试用您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, AI Product Strategy, Data Analysis, Applied Machine Learning, OpenAI, Data-Driven Decision-Making, Analytical Skills, Exploratory Data Analysis, Natural Language Processing
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据处理, Pandas（Python 软件包）, 逻辑回归, 预测建模, 预测, 道德标准与行为, 模型评估, 概率, 统计建模, 数据分析, 回归分析, 分析
总之，以下是 10 最受欢迎的 data lakes 课程
- 管理、描述和分析数据: University of Colorado Boulder
- Clean, Analyze, and Visualize Your Data: Coursera
- Customer Data Analytics for Marketers: University of Colorado System
- 数据结构和性能: University of California San Diego
- Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
- Social Media Data Analytics: Coursera
- Data Structures in JavaScript: Packt
- Defining, Describing, and Visualizing Data: University of Colorado Boulder
- Hadoop & Big Data Foundations Mastery Course: EDUCBA
- Evaluate and Reproduce Data Findings Fast: Coursera
