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: 数据收集, 数据转换, 商业分析, 数据驱动的决策制定, 微软动力平台, Power BI, 数据可视化软件, 数据分析, 微软 365
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
中级 · 课程 · 3-6 个月

Association of International Certified Professional Accountants
您将获得的技能: 商业智能, 数据战略, 非结构化数据, 数据扫盲, 商业分析, 项目范围界定, 数据驱动的决策制定, 数据管理, Data Management, 数据分析, 项目实施, 分析, 财务数据
初级 · 课程 · 1-4 周

您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
混合 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Financial Statement Analysis, Financial Analysis, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, Income Statement, Working Capital, Competitive Analysis, International Finance, Business Economics, Economics, Market Dynamics, Business Planning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Service Level, Acceptance Testing, Database Management, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
攻读学位
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Scatter Plots, Histogram, Data Science, Computer Programming
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 贝叶斯统计, 模型评估, 预测建模, 逻辑回归, 回归分析, 统计机器学习, Python 程序设计, 统计方法, 数据可视化软件, 统计推理, 统计建模, 统计分析, 统计软件, 统计编程, Jupyter
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 交互式数据可视化, 数据清理, 探索性数据分析, Algorithm, 数据收集, 数据处理, Python 程序设计, 电子邮件自动化, 数据可视化软件, 网页抓取, 数据分析, 数据可视化
初级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Responsible AI, Data Ethics, Autoencoders, Data Security, Information Privacy, Anomaly Detection, Model Evaluation, Data Analysis
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Generative AI, ChatGPT, Data Visualization Software, Jupyter, Statistical Analysis, Artificial Intelligence, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System), Integrated Development Environments
初级 · 课程 · 1-4 周