数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具,如 Pandas 和 NumPy 等 Python 库,以及 OpenRefine 等软件,这些工具支持高效执行数据分析任务并确保数据质量,以便进行分析。

Google Cloud
您将获得的技能: Looker (Software), Data Modeling, Digital Transformation, Real Time Data, Dashboard, Data Governance, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Pivot Tables And Charts, Data Transformation, Data Analysis, Data Visualization Software, Big Data, Analytics, Data Sharing, Database Design, Performance Tuning, Exploratory Data Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Data Warehousing, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability, Data Migration, SQL
高级设置 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Systems Design, Google Cloud Platform, Analytics, Database Development, Data Infrastructure, Cloud Engineering, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Visualization, Data Storage Technologies, Scalability, Disaster Recovery
高级设置 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Marketing Analytics, Social Media, Business Analytics, Market Analysis, Customer Insights, Financial Data, Banking, Business Intelligence, Big Data, Analytics, Data-Driven Decision-Making, Financial Services
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, SQL, 计算机编程, 数据可视化软件, 交互式数据可视化, 数据清理, 数据库, 数据处理, 数据分析, 还原式 API, 关系数据库, 数据结构, 编程原则, JSON, 网络服务, 网页抓取, 数据可视化, 数据库设计, Network Protocol(网络协议, 可扩展标记语言(XML)
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard, Microsoft Excel, Microsoft 365, Microsoft Office, Spreadsheet Software, Data Visualization, Trend Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Problem Management, Data Structures, Integrated Development Environments, Debugging, Development Environment
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 负责任的人工智能, 数据分析, 数据架构, 战略决策, 信息架构, 自然语言处理, 数据扫盲, 大数据, AI 赋能, 数据科学, 企业架构, 机器人, 管理团队, 生成式人工智能, 云计算, 数字化转型, AI 产品战略, 数据挖掘, 业务逻辑, 数据驱动的决策制定
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Warehousing, Stakeholder Communications, Data Pipelines, Business Reporting, Data Mart, Data Visualization, Interviewing Skills, Applicant Tracking Systems, Business Process, AI Enablement, Business Analysis, Data Analysis, SQL
攻读学位
高级设置 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 人工智能, 自助服务技术, 负责任的人工智能, AI 工作流程, 工作流程管理, 人工智能和机器学习(AI/ML), 原型设计, 自然语言处理, 深度学习, ChatGPT, 机器学习, 无代码开发, 应用程序部署, 生成式人工智能, 机器学习软件, 提示模式, 数据科学, 模型部署, IBM 云, Prompt Engineering
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 个月