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。
Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
初级 · 专项课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Big Data, Internet Of Things, Social Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Unstructured Data, Analytics, Real Time Data, Cloud Computing, Data Storage, Data Science, Marketing Analytics, Fraud detection
初级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 亚马逊网络服务, 统计可视化, 数据伦理, 大数据, 道德标准与行为, 数据叙事, 技术交流, 云计算, 数据可视化软件, 信息隐私, Data Governance
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: 可扩展性, 可维护性, Apache Hadoop, 事务处理, NoSQL, 数据库设计, 数据库, 软件设计, 系统设计, 数据库系统, 数据处理, 关系数据库, SQL, 大数据, 非结构化数据, 数据挖掘, 数据架构
中级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Data Visualization Software, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Seaborn, Tableau Software, Scatter Plots, Heat Maps, Histogram, Google Sheets, Data Analysis, Python Programming, Cloud Applications, Business Communication
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Cleansing, Data Preprocessing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 数据驱动的决策制定, 数据清理, 探索性数据分析, 定量研究, 数据展示, 数据收集, 电子表格软件, 统计分析, 分析, 描述性分析, 预测分析, 数据处理, SQL, 统计, R(软件), 数据分析, 数据可视化, 数据挖掘
初级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Python 程序设计, Data Validation, 线性代数, 数据伦理, 无监督学习, 数据质量, 机器学习, 统计分析, 数据清理, 计算机编程, 机器学习算法, 应用机器学习, 功能工程, 监督学习, 模型评估, 数据预处理
中级 · 课程 · 1-4 周