数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具,展示这些技能如何简化分析和可视化的数据准备工作。

The Hong Kong University of Science and Technology
您将获得的技能: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
中级 · 课程 · 3-6 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: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 负责任的人工智能, 数据分析, 数据预处理, 分布式计算, 数据处理, 张力流, 监督学习, 模型评估, 机器学习, 信息隐私, 卷积神经网络, 数据伦理, 数据转换, Virtual Machine, 数据管道, 机器学习软件, 分类算法, 图像分析, 模型部署, 迁移学习
中级 · 专业证书 · 3-6 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

您将获得的技能: Clinical Documentation, Responsible AI, Revenue Cycle Management, No-Code Development, Electronic Medical Record, Medical Billing and Coding, Patient Education And Counseling, Health Information Management and Medical Records, Patient Education and Support, AI Security, Health Informatics, Generative AI Agents, AI Personalization, Business Process Automation, Automation, Patient Communication, Data Governance, Healthcare Industry Knowledge, Real Time Data, Smart Goals
中级 · 课程 · 1-3 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

Google Cloud
您将获得的技能: Data Security, Google Cloud Platform, Cloud Computing, Data Loss Prevention, Personally Identifiable Information, Cloud Development, Cloud API, Data Cleansing, Node.JS
初级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 积分微积分, 数据科学, 线性代数, 应用数学, 数值分析, 数学理论与分析, 衍生产品, 微积分
中级 · 课程 · 1-4 周

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: Model Deployment, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
中级 · 指导项目 · 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