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。

S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
中级 · 指导项目 · 不超过 2 小时

多位教师
您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Data Presentation, Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Geospatial Information and Technology, Data Presentation, Color Theory, Graphic and Visual Design, Data Visualization, Tree Maps, Visualization (Computer Graphics), Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Heat Maps, Computer Displays, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Mapping, Display Devices
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 模型评估, SQL, 生成式人工智能, Plotly, 交互式数据可视化, 数据转换, 无监督学习, 同行评审, 数据可视化软件, 数据操作, 专业网络, 数据扫盲, 数据清理, 仪表板, 数据导入/导出, 数据分析, 监督学习, Jupyter, 数据可视化, 探索性数据分析
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初级 · 专业证书 · 3-6 个月

Meta
您将获得的技能: 机器学习, 信息隐私, 数据安全, 数据可视化软件, 数据收集, 数据存储, 数据分析, 大数据, 数据驱动的决策制定, 数据质量, Data Governance, 数据管理, 数据架构
初级 · 课程 · 1-4 周

Meta
您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 机器学习, 数据扫盲, 数字化转型, 数据分析, 大数据, 数据科学, 数据驱动的决策制定, 人工智能, 云计算, 数据挖掘, 深度学习
初级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 关系数据库, 同行评审, 数据建模, Python 程序设计, 存储过程, Query 语言, 数据可视化软件, 数据收集, 数据扫盲, 大数据, 数据科学, 模型部署, GitHub, 计算机编程工具, 数据挖掘, Jupyter, 数据库, 云计算, 商业分析
攻读学位
初级 · 专项课程 · 3-6 个月

Fractal Analytics
您将获得的技能: 数据叙事, 交互式数据可视化, 故事板, 数据可视化软件, 数据展示, 数据扫盲, 数据伦理, 信息图表, 数据分析, 数据可视化, 推动参与, 叙事
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Visualization Software, Feature Engineering, Regression Analysis, Descriptive Statistics, Logistic Regression, Statistical Hypothesis Testing, Model Evaluation, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
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高级设置 · 专业证书 · 3-6 个月
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
初级 · 专项课程 · 1-3 个月