Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Digital Transformation, Real Time Data, Data Strategy, Data Governance, Data Transformation, Business Transformation, Big Data, Business Intelligence, Google Cloud Platform, Analytics, Data-Driven Decision-Making, Data Management, Data Pipelines, Cloud Solutions, Data Storage
初级 · 课程 · 1-3 个月

您将获得的技能: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Database Development, Data Warehousing, SQL, Data Integration, Extract, Transform, Load
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Programming Principles, Data Dictionary, Computer Programming, File Systems, Data Structures, Debugging, Computational Logic, Command-Line Interface, Data Cleansing, Software Design Patterns, Functional Design, Scripting, Operating Systems, Pseudocode, Development Environment, Computational Thinking
初级 · 专项课程 · 3-6 个月

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
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

Microsoft
您将获得的技能: 业务流程建模, 流程图, 业务过程, 数据建模, 图表设计, 商业分析, Microsoft Visio, 数据流图 (DFD)
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 商业分析, 概率分布, 描述性统计, 数据分析, 数据驱动的决策制定, 微软Excel, 抽样(统计), 统计推理, 概率与统计, 数据展示, 统计分析, 决策
初级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 统计假设检验, 概率分布, 描述性统计, 数据分析, 统计, R(软件), 抽样(统计), 统计推理, 数据导入/导出, 分析技能, R 语言程序设计(中文版), 公共卫生, 数据扫盲
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 云 API, 云存储, 医疗保健, Google 云端平台, 数据存储, 数据整合, 电子病历系统, 数据建模, 数据导入/导出, 健康信息学
初级 · 项目 · 不超过 2 小时

您将获得的技能: Java, Performance Tuning, Data Structures, Data Import/Export, Machine Learning Methods, Data Processing, Data Mining, Machine Learning, Data Analysis, Application Performance Management, Data Storage, Analysis, Algorithms, Loyalty Programs
高级设置 · 课程 · 1-4 周