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。

Microsoft
您将获得的技能: 机器学习, 数据转换, 数据伦理, 迁移学习, 信息隐私, 张力流, 数据处理, 监督学习, 数据预处理, 负责任的人工智能, 数据分析, 分类算法, 模型评估, 分布式计算, 数据管道, 模型部署, Virtual Machine, 图像分析, 机器学习软件, 卷积神经网络
中级 · 专业证书 · 3-6 个月
您将获得的技能: Data Storytelling, Data Visualization, Storytelling, Financial Data, Data Visualization Software, Finance, Verbal Communication Skills, Presentations, Communication, Plotly, Matplotlib, Analysis, Customer Engagement, Target Audience
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Frontend Performance, Restful API
中级 · 课程 · 1-3 个月

您将获得的技能: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, Code Review, Database Design, SQL, Data Access, Data Manipulation, C# (Programming Language)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Predictive Modeling, Data Preprocessing, Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Game Design, Data Science, Animation and Game Design
中级 · 课程 · 3-6 个月

您将获得的技能: Data Visualization Software, Interactive Data Visualization, Data Storytelling, Seaborn, Tableau Software, Statistical Visualization, Dashboard, Matplotlib, Visualization (Computer Graphics), Heat Maps, Scatter Plots, Histogram
中级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
混合 · 课程 · 1-3 个月

您将获得的技能: User Research, User Feedback, Project Scoping, Data Presentation, Analysis, Data Analysis, Mobile Banking, Data Collection
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Sheets, Data Sharing, Google Cloud Platform, Spreadsheet Software, Big Data, Data Import/Export, Data Analysis, Real Time Data, Cloud Computing
初级 · 项目 · 不超过 2 小时

您将获得的技能: Cloud Computing Architecture, Data Import/Export, MySQL, AWS Identity and Access Management (IAM)
中级 · 课程 · 1-3 个月

University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Business Leadership, Leadership Studies, Organizational Leadership, Leadership, Strategic Leadership, Organizational Structure, Leadership and Management, Leadership Development, Agile Product Development, Social Sciences, Ancient History
中级 · 课程 · 1-4 周