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。
University of Illinois Urbana-Champaign
您将获得的技能: Lean Six Sigma, Performance Improvement, Statistical Process Controls, Operational Analysis, Process Improvement, Statistical Methods, Continuous Improvement Process, Innovation, Operations Management, Probability & Statistics, Problem Solving
攻读学位
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Database Design, Google Cloud Platform, NoSQL, Data Access, Big Data, Command-Line Interface
初级 · 项目 · 不超过 2 小时

您将获得的技能: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis
中级 · 项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: Medical Devices, Stakeholder Analysis, Program Evaluation, Regulatory Affairs, Healthcare Industry Knowledge, Cost Benefit Analysis, Health Care Procedure and Regulation, Health Informatics, Health Technology, Health Policy, Regulatory Requirements, Clinical Trials, Medicare, Payment Systems, Financial Analysis, Probability & Statistics
初级 · 课程 · 1-4 周

Banco Interamericano de Desarrollo
您将获得的技能: Financial Inclusion, Digital Transformation, FinTech, Mobile Banking, Diversity Equity and Inclusion Initiatives, Financial Services, Data-Driven Decision-Making, Banking Services, Customer experience improvement, Innovation, Technology Roadmaps, Human Capital
初级 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Productivity Software, Generative AI, Google Gemini, Problem Solving, Spreadsheet Software, Business Intelligence, Google Sheets, Business Solutions, Critical Thinking and Problem Solving, Artificial Intelligence, Prompt Engineering, ChatGPT, Creative Problem-Solving, Microsoft Excel, Excel Formulas, Microsoft Office, Microsoft 365, Data Entry, Data Management, User Interface (UI)
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: vSphere DRS & HA, vSphere Networking and Storage, VMware ESX Servers, VMware vSAN, vCenter Server, Patch Management, Security Controls, iSCSI Configuration, Virtual Machines, Virtualization, Hybrid Cloud Computing, Kubernetes
中级 · 课程 · 1-4 周

您将获得的技能: Virtual Machines, OpenShift, VMware ESX Servers, Virtualization, vCenter Server, Virtual Networking, Kubernetes, Data Migration, Command-Line Interface
中级 · 课程 · 1-4 周

您将获得的技能: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration, Data Analysis
中级 · 项目 · 不超过 2 小时

您将获得的技能: SonarQube, Code Review, Vulnerability, CI/CD, Secure Coding, GitLab, Jenkins, Application Security, Vulnerability Assessments, Software Quality Assurance, Maintainability, Kubernetes, GitHub, Software Installation, Security Management, Data Integration, Performance Tuning, Quality Improvement, Technical Management, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: C# (Programming Language), Object Oriented Programming (OOP), Software Design Patterns, Software Architecture, Software Design, Secure Coding, Computer Programming, System Design and Implementation, Data Integrity, Maintainability, Scalability, Programming Principles, Code Review, Software Documentation, AI Workflows, Debugging
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Django (Web Framework), Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, User Interface (UI), Development Environment
中级 · 课程 · 1-3 个月