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Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
状态：免费试用Microsoft
您将获得的技能: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
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Johns Hopkins University
您将获得的技能: 统计假设检验, 数据分析, 数据建模, 数据预处理, R 语言程序设计（中文版）, 统计方法, 概率与统计, 机器学习, 抽样（统计）, 分类与回归树 (CART), 回归分析, 统计建模, 预测建模, 模型评估, 探索性数据分析, 统计分析, Rmarkdown, 统计推理, Tidyverse（R 软件包）
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: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
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
状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Preprocessing, Data Structures, Data Cleansing, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: 数据预处理, 数据整理, 文本挖掘, R 语言程序设计（中文版）, 数据操作, 数据清理, 数据转换, Tidyverse（R 软件包）, 探索性数据分析, 统计编程
状态：预览University of Amsterdam
您将获得的技能: 数据分析, 统计假设检验, 精益六西格玛, 数据可视化软件, 流程改进, 统计分析, Minitab, 逻辑回归, 柱状图, 箱形图, 概率分布, Variance 分析, 统计, 回归分析
状态：新状态：免费试用您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Frameworks for Generative AI: Fractal Analytics
- Modeling Data in Power BI: Microsoft
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Data Science Fundamentals, Part 1: Pearson
- Practical Data Wrangling with Pandas: Coursera
- AI Integration in Healthcare Patient Data: Illinois Tech
- Data Analytics Engineering: Probability & Techniques: Northeastern University
- 在 Tidyverse 中管理数据: Johns Hopkins University
