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The State University of New York
您将获得的技能: 分类算法, 预测建模, 数据预处理, 分子生物学, 大数据, 生物信息学, 统计分析, 生物医学技术, 功能工程, 数据挖掘, R 语言程序设计（中文版）, 分析, 健康信息学
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Collection, Data Processing, Research, Laboratory Techniques, Analysis, Research Design
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：预览Microsoft
您将获得的技能: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
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
状态：免费试用Meta
您将获得的技能: 客户洞察, 预测, A/B 测试, 回归分析, 营销策略, 目标受众, 营销预算, 投资回报, 数据分析, 销售流程, 营销分析, 营销效果, 营销渠道, 营销
状态：免费试用Banco Interamericano de Desarrollo
您将获得的技能: Data Storytelling, Data Visualization, Data Governance, Process Improvement, Data Strategy, Process Mapping, Data-Driven Decision-Making, Performance Improvement, Data Visualization Software, Organizational Effectiveness, Organizational Leadership, Business Leadership, Strategic Decision-Making, Leadership, Change Management
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 Washington
您将获得的技能: 数据科学, Algorithm, Apache Spark, 数据处理, 图论, 数据流, 云计算, 可扩展性, 分布式计算, 数据操作, Python 程序设计, 大数据, 数据库系统, 数据分析, SQL, 关系数据库, NoSQL, 数据库, Query 语言, Apache Hadoop
状态：免费试用您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
状态：免费试用您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
总之，以下是 10 最受欢迎的 data lakes 课程
- 大数据、基因和医学: The State University of New York
- Researcher's guide to DNA sequencing data: Fred Hutchinson Cancer Center
- Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
- Reshaping Data with tidyr: Microsoft
- Data Modeling and Prediction with R: Duke University
- 市场营销数据分析方法: Meta
- Estrategias efectivas en organizaciones data-driven: Banco Interamericano de Desarrollo
- Data Streaming and NLP with PySpark: Edureka
- 大规模数据处理：系统与算法: University of Washington
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
