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：免费试用您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Data Pipelines, Real Time Data, Data Lakes, Data Processing, Dashboard, Data Warehousing, Tensorflow, Apache Spark, Data Preprocessing, Big Data, Data Infrastructure, Cloud Storage, Data Storage, Extract, Transform, Load, Query Languages, Scripting Languages, PySpark
状态：新状态：免费试用您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
状态：新状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
状态：免费试用Meta
您将获得的技能: 客户洞察, A/B 测试, 数据分析, 预测, 营销策略, 回归分析, 营销, 营销预算, 营销分析, 目标受众, 营销效果, 销售流程, 投资回报, 营销渠道
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据操作, Matplotlib, NumPy, 会计, Pandas（Python 软件包）, 数据预处理, 数据库管理, 回归分析, 脚本语言, 数据结构, 脚本, SQL, Jupyter, 数据库, Seaborn, 数据可视化, 数据建模
状态：免费试用您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization
状态：免费试用您将获得的技能: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning
状态：免费试用University of California, Davis
您将获得的技能: Data Governance, Data Validation, 变更控制, 临床数据管理, 健康信息管理, 医疗记录, 数据管理, Data Management, 数据质量, 技术交流, 数据扫盲, 元数据管理
状态：免费试用Johns Hopkins University
您将获得的技能: 分子生物学, Unix 命令, Linux 命令, 数据处理, 命令行界面, 文件管理, Unix, 数据管理, Data Management, 大数据, 生物信息学, 数据分析软件
状态：免费试用SkillUp
您将获得的技能: 数据共享, 数据访问, 交互式数据可视化, 数据分析, 仪表板, 高级分析, 数据叙事, 数据可视化软件, 数据整合, 性能调整, Transact-SQL, 数据可视化, Tableau 软件, 数据建模
状态：新状态：预览Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
- Data Science with Python: Analyze & Visualize: EDUCBA
- Data Modeling and Prediction with R: Duke University
- Analyze Data in Azure ML Studio: Coursera
- 市场营销数据分析方法: Meta
- 使用 Python 进行会计数据分析: University of Illinois Urbana-Champaign
- Introduction to Generative AI for Data Analysis: Microsoft
- Data Streaming and NLP with PySpark: Edureka
- 医疗数据质量与管理: University of California, Davis
- 基因组数据科学的命令行工具: Johns Hopkins University
