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。

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

Packt
您将获得的技能: Data Analysis Expressions (DAX), Customer Insights, Power BI, Data Modeling, Dashboard, Data Transformation, Data Import/Export, Data Manipulation, Data Literacy, Database Design, Interactive Data Visualization, Data Processing, Big Data, Business Intelligence, Data Integration, Star Schema, Time Series Analysis and Forecasting, Data Visualization Software, Data Cleansing, Trend Analysis
初级 · 专项课程 · 1-4 周

您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
中级 · 课程 · 1-3 个月

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

University of Washington
您将获得的技能: 统计建模, 人工智能, 计算机视觉, 数据预处理, 统计机器学习, 深度学习, 贝叶斯统计, 模型评估, 机器学习, 决策树学习, 回归分析, 功能工程, 无监督学习, 预测建模, 应用机器学习, 分类算法, 监督学习, 数据挖掘, 图像分析, 逻辑回归
中级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Statistical Analysis, Pandas (Python Package), Analytical Skills, Descriptive Statistics, Data Manipulation, Probability, Data Collection, Data Capture, Restful API, Performance Measurement, Data Cleansing, Application Programming Interface (API)
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 原型设计, 拥抱的脸, 战略领导力, 负责任的人工智能, AI 赋能, ChatGPT, 商业道德, 生成模型架构, 法律风险, 数据伦理, 大型语言模型, 生成式人工智能, 领导与管理, 业务领导, AI 产品战略, 模型部署, 提示模式, IBM 云, OpenAI, Prompt Engineering
初级 · 专项课程 · 3-6 个月

SAS
您将获得的技能: 描述性统计, SQL, 数据清理, 数据分析, 数据预处理, 微软Excel, 数据导入/导出, 数据访问, 探索性数据分析, SAS(软件), 数据操作, 统计编程, 数据转换
初级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI Agents, LLM Application, Productivity, OpenAI, AI Orchestration, OpenAI API, AI Enablement, Java, Java Programming, AI Workflows, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, Tool Calling, Creativity, Document Management
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 仪表板, 数据可视化软件, 数据清理, 数据预处理, 数据操作, 数据叙事, Tableau 软件, 数据质量, 故事板, 利益相关者管理, 需求分析, 数据可视化, 利益相关者分析, 数据展示
初级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周