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 Michigan
您将获得的技能: Python 程序设计, 统计建模, 数据可视化软件, 统计方法, 概率与统计, 统计推理, 统计分析, 模型评估, 回归分析, 统计机器学习, 贝叶斯统计, Matplotlib, 抽样(统计), 统计可视化, 数据可视化, 统计编程, Jupyter, 统计假设检验, 统计, 统计软件
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Looker (Software), Customer Retention, Customer Analysis, Customer Insights, Marketing Analytics, Trend Analysis, Data Analysis, Product Management, Performance Metric, Time Series Analysis and Forecasting, Strategic Marketing, Marketing Channel, Forecasting
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Performance Analysis, Descriptive Analytics, Business Analytics, Data-Driven Decision-Making, Data Analysis, Media and Communications, Analysis, Predictive Analytics, Performance Measurement, Data Collection, Small Data, Big Data, Spatial Analysis, Research, Performance Reporting, Learning Styles, Innovation, Leadership, Communication
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Data Integrity, Data Quality, Data Maintenance, System Monitoring, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 统计建模, 统计方法, 数据分析, 技术交流, 统计推理, 概率与统计, 时间序列分析和预测, 统计分析, R 语言程序设计(中文版), 概率分布, 马尔可夫模型, 贝叶斯统计, 模型评估, 预测, 数据科学, 数据展示, R(软件), 统计, 统计软件, 概率
中级 · 专项课程 · 3-6 个月

Universitat Politècnica de València
您将获得的技能: Pandas (Python Package), Matplotlib, Seaborn, Data Visualization, Data Visualization Software, Time Series Analysis and Forecasting, Statistical Visualization, Box Plots, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Scatter Plots, Histogram, Data Structures, Python Programming
中级 · 课程 · 1-4 周

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

Stanford University
您将获得的技能: 人工智能, 管理式医疗, 负责任的人工智能, 医疗保健行业知识, 临床研究伦理, 健康信息学, 机器学习, 模型评估, 数据伦理, 药品, 应用机器学习, 医疗保健伦理, 临床数据管理, 功能工程, 临床研究, 数据挖掘, 卫生系统, 模型部署, 医疗保健, 非结构化数据
初级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), SAS (Software), Data Integration, Statistical Programming, Statistical Methods, Data Manipulation, Data Processing, Data Management, SQL, Data Transformation, Data Governance, Transaction Processing, Version Control, Data Structures, File Management
中级 · 课程 · 1-3 个月

您将获得的技能: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security
初级 · 课程 · 1-4 周