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: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: 文件管理, 数据库管理系统, 关系数据库, 计算机编程, 命令行界面, 作业控制语言 (JCL), 数据库, 文件系统, IBM DB2, 编程原则, 数据管理, 主机计算, COBOL(编程语言), z/OS
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
混合 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: 数据结构, C(编程语言), 系统编程, 计算机编程, 调试, 编程原则, 嵌入式软件, Algorithm, 计算机编程工具, 计算机工程, 嵌入式系统
初级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
高级设置 · 课程 · 1-3 个月

Duke University
您将获得的技能: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Medical Records, Electronic Medical Record, Health Information Management, Patient Registration, Patient Safety, Record Keeping, Reconciliation, Data Cleansing, Records Management, Consolidation, Data Integrity, Data Management, Data Validation
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 可扩展性, 微服务, 预测建模, 分布式计算, 数据库系统, 模型评估, 数据存储, 数据架构, 性能调整, 软件架构, 软件工程, 大数据, 性能测试
攻读学位
高级设置 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周