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。

您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Python 程序设计, 生成对抗网络 (GAN), 欺诈检测, 异常检测, 张力流, 数据预处理, 降维, 数据综合, Keras(神经网络库), 深度学习, 生成式人工智能, 探索性数据分析, 数据可视化
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Power BI, Dashboard, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Business Analytics, Data Modeling, Star Schema, Data-Driven Decision-Making, Pivot Tables And Charts, Key Performance Indicators (KPIs), Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics
中级 · 专项课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Duke University
您将获得的技能: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: 仪表板, 数据分析, 微软Excel, 数据叙事, 演讲, 目标受众, 客户分析, 商业分析, 数据展示, 数据可视化, 建设性反馈, Microsoft PowerPoint, 透视表和图表, 业务咨询
初级 · 课程 · 1-3 个月

您将获得的技能: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Statistical Analysis, Simulations, Regression Analysis, Jupyter, Python Programming, Programming Principles, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation
中级 · 课程 · 3-6 个月

IBM
您将获得的技能: 数据战略, 技术交流, 数据基础设施, 专业网络, 面试技巧, 语言交流技能, LinkedIn, 数据伦理, 数据管道, 沟通策略, 专业发展
初级 · 课程 · 1-4 周

您将获得的技能: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 描述性统计, 数据分析, 数据可视化软件, 统计分析, 编程原则, 计算思维, 数据结构, C(编程语言)
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 描述性统计, 数据分析, 统计方法, 概率与统计, 数据扫盲, 研究设计, 定量研究, 分析, 数据可视化, 统计
初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Analysis
高级设置 · 课程 · 1-4 周