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 Visualization, Dashboard, Exploratory Data Analysis
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Business Analytics, Trend Analysis, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Data Presentation, Predictive Modeling, Innovation, Learning Styles, Leadership, Computer Vision, Communication
初级 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 描述性统计, 统计建模, 统计方法, 微软Excel, 数据分析, 商业分析, 统计推理, 概率与统计, 统计分析, 样本量的确定, 概率分布, 模型评估, Excel 公式, 回归分析, 透视表和图表, 电子表格软件, 制图, 数据展示, 统计假设检验, 统计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Statistical Hypothesis Testing, AI Workflows, LangChain, Generative AI Agents, CrewAI, Statistical Methods, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Performance Testing, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Business Metrics, Data Analysis, Correlation Analysis, Event Monitoring
中级 · 课程 · 1-4 周
您将获得的技能: Apache Kafka, Real Time Data, Apache Spark, Dashboard, PySpark, Data Pipelines, Business Intelligence, Data Persistence, JSON, Continuous Monitoring, Business Metrics, Data Integrity, Scalability
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 生物学, 数据分析, 计算机科学, 生物信息学, 计算思维, 数据科学, Algorithm, 生物统计学, 分子生物学, 软件工程, 统计
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Integration, Analysis, Case Studies, Business Analytics, Analytical Skills, Forecasting, Databases, Applied Machine Learning, Relational Databases, Innovation
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 数据预处理, 文本挖掘, 自然语言处理, 监督学习, Pandas(Python 软件包), 无监督学习, 功能工程, 分类算法, 数据操作
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Applied Machine Learning, Technical Documentation, Performance Measurement, Data Preprocessing, Machine Learning Algorithms
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management
混合 · 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