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: 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

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

University of California, Davis
您将获得的技能: 数据可视化软件, 数据分析, 数据叙事, Tableau 软件, 探索性数据分析, 数据伦理, 以用户为中心的设计, 设计元素和原则, 数据可视化, 数据展示, 色彩理论, 人为因素
初级 · 课程 · 1-4 周
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 仪表板, 数据可视化软件, 商业分析, 数据分析, 竞争情报, 商业智能, 关键绩效指标 (KPI), 微策略, 性能分析, 业务流程管理, 数据仓库, 数据驱动的决策制定, 决策支持系统, 六西格玛方法, 数据可视化, 业务报告
混合 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy
初级 · 课程 · 1-4 周
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Strategies, Advertising Campaigns, Customer Insights, Analytics, Target Audience, Trend Analysis, Strategic Marketing, Digital Marketing, Performance Reporting, Performance Analysis, Business Reporting
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: SQL, 数据建模, 数据库管理员, 数据分析, 关系数据库, 数据库管理, 数据访问, 数据库应用, 数据完整性, Query 语言, 数据科学, 数据库设计, 数据操作, 数据库理论, 数据库系统
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Data Visualization, Model Evaluation, Statistical Hypothesis Testing, MLOps (Machine Learning Operations), Statistical Analysis, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周