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。

Simplilearn
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Dashboard, Data Visualization, Data Modeling, Interactive Data Visualization, Report Writing, Data Visualization Software, Data Storytelling, Data Transformation, Data Manipulation, Data Cleansing, Data Sharing, Key Performance Indicators (KPIs), Relationship Building
初级 · 课程 · 1-4 周

您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
初级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
攻读学位
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 数据库, 数据管道, 关系数据库, MySQL, 大数据, IBM DB2, 数据仓库, MongoDB, Apache Spark, SQL, PostgreSQL, 数据库设计, 数据分析, 应用机器学习, 统计报告, NoSQL, 数据架构, 摘录, IBM Cognos 分析
高级设置 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据清理, 统计过程控制, Minitab, 数据叙事, 数据展示, 统计分析, 数据可视化软件, 业务过程, 数据驱动的决策制定, 关键绩效指标 (KPI), 数据分析, 商业分析, Matlab, 过程分析, Tableau 软件, 数据质量
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据操作, 绘图(图形), 数据叙事, 散点图, 数据展示, 数据可视化软件, 箱形图, 动画, Ggplot2, R 语言程序设计(中文版), 柱状图, Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 商业智能, 网络分析, 电子商务, 数据驱动的决策制定, 业务指标, 业务流程改进, 金融服务, 商业分析, 业务过程, SQL, 关键绩效指标 (KPI), 数据分析, 数字化转型, 分析, Tableau 软件, 决策
混合 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月