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：预览Genentech
您将获得的技能: 风险管理, 数据共享, 临床研究, 软件包和软件管理, 临床数据管理, Agile 方法论, 可维护性, 数据质量, 临床试验, GitHub, R 语言程序设计（中文版）, 统计报告, 敏捷软件开发, 版本控制, 质量保证, Devops
状态：免费试用您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
状态：免费试用Whizlabs
您将获得的技能: Serverless Computing, Amazon Web Services, Cloud Computing Architecture, Solution Architecture, Containerization, Data Migration, Cloud Deployment, Data Pipelines, Cloud Solutions, Data Processing
您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
状态：预览The University of Edinburgh
您将获得的技能: Python 程序设计, 图论, 数据伦理, 机器学习, 自然语言处理, 数据科学, 大数据, 数据整合, 生物医学技术, 网络分析, 统计建模, 精准医疗, 健康信息学, 生物信息学, 图像分析
状态：新状态：免费DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
状态：免费试用Digital Marketing Institute
您将获得的技能: Data-Driven Decision-Making, Data Ethics, Customer Analysis, Strategic Marketing, Strategic Decision-Making, Digital Marketing, Business Analytics, Marketing Analytics, Performance Measurement, Marketing Strategy and Techniques, Data Analysis, Pay Per Click Advertising, Data Management, Web Analytics and SEO, Marketing Automation, Smart Goals
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: C++（编程语言）, 调试, 工程软件, 面向对象编程（OOP）, 计算机编程, 数据结构, 开发环境, 计划发展, 面向对象设计
状态：新状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
状态：免费试用Imperial College London
您将获得的技能: Python 程序设计, 机器学习算法, 微积分, 数学建模, Algorithm, 数据预处理, NumPy, 线性代数, 统计, 回归分析, 应用数学, 功能工程, 衍生产品, 无监督学习, Jupyter, 降维, 人工神经网络, 高等数学
状态：新状态：免费试用Fractal Analytics
您将获得的技能: Vector Databases, Data Strategy, Data Management, Data Architecture, Data Security, Data Governance, Generative AI Agents, Metadata Management, Data Ethics, Interoperability, Data Store, Retrieval-Augmented Generation, Embeddings, Taxonomy, Data Storage, Data Processing, Large Language Modeling, Machine Learning, Zero Trust Network Access, Agentic systems
状态：新状态：免费试用您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing, Data Preprocessing
总之，以下是 10 最受欢迎的 data lakes 课程
- 让数据科学为临床报告服务: Genentech
- Foundations of ML & Python for Data Science: Packt
- AWS: Compute and Data Transfer: Whizlabs
- Data Visualization in Tableau: Create Dashboards and Stories: Coursera
- 分层医疗和精准医疗中的数据科学: The University of Edinburgh
- Building and Evaluating Data Agents: DeepLearning.AI
- Data and Digital Strategy Execution: Digital Marketing Institute
- C++ 中面向对象的数据结构: University of Illinois Urbana-Champaign
- Data Science Fundamentals Part 1: Unit 1: Pearson
- 机器学习数学: Imperial College London
