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。

Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 数据清理, 数据存储技术, 数据转换, 数据操作, Power BI, 数据分析, Data Validation, 数据存储, 数据整合, 数据质量, 数据完整性, 数据导入/导出, 摘录
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Data Collection, Seaborn, Text Mining, Data Science, Data Visualization Software, JSON, Data Manipulation, Data Analysis, Python Programming, Natural Language Processing, Data Structures, Data Preprocessing, Programming Principles
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Graphical Tools, Histogram, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft PowerPoint, Presentations, Data Visualization, Sales Presentation, Data Visualization Software, Interactive Data Visualization, Data Storytelling, Drive Engagement, Business Process
初级 · 指导项目 · 不超过 2 小时

Stanford University
您将获得的技能: 图论, Algorithm, 理论计算机科学, 计算逻辑, 编程原则, 计算机科学, 数据结构, 分析, 社交网络分析, 运筹学, 网络分析, Networking 路由器, 计算思维, 伪代码, 概率, 生物信息学, 网络模型
中级 · 专项课程 · 3-6 个月

Alibaba Cloud Academy
您将获得的技能: 数据操作, 仪表板, 数据处理, 数据管道, Pandas(Python 软件包), 大数据, 数据库管理, 云存储, 数据可视化软件, Apache Hive, PySpark, Apache Spark, Apache Hadoop, 数据整合, SQL, 商业智能, 摘录
中级 · 课程 · 1-3 个月

您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
混合 · 课程 · 1-4 周

您将获得的技能: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management
中级 · 指导项目 · 不超过 2 小时

Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
混合 · 课程 · 1-4 周