您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution

您将获得的技能: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Analysis, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Graphing, Statistical Programming

您将获得的技能: Python 程序设计, 数据清理, 探索性数据分析, 数据操作, 数据伦理, 生成式人工智能, 数据叙事, Pandas（Python 软件包）, Plotly, 机器学习, 交互式数据可视化, 模型评估, 数据可视化软件, Matplotlib, 数据转换, 数据可视化, Jupyter, 数据分析, Scikit-learn （机器学习库）

您将获得的技能: Data Persistence, JSON, User Interface (UI), User Interface and User Experience (UI/UX) Design, Database Development, Databases, Interactive Data Visualization, Debugging, Database Management, Application Development, Mobile Development, Real Time Data, Application Programming Interface (API), Data Management

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)

您将获得的技能: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability

您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

您将获得的技能: Apache Hadoop, 数据管理, 命令行界面, 数据库管理, 云存储, 文件系统, 大数据, 数据存储, 数据库系统, Apache Hive, 亚马逊 S3, SQL, Virtual Machine, 性能调整, 亚马逊网络服务

您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making

您将获得的技能: 探索性数据分析, 数据管理, 数据展示, 交互式数据可视化, 仪表板, 数据可视化软件, 分析, 数据访问, Google 云端平台, Looker (软件), 数据分析

您将获得的技能: Python 程序设计, 数据结构, 数据库, 数据操作, 数据采集, 数据库管理, MySQL, SQL, 数据导入/导出, JSON, 网页抓取, 超文本标记语言（HTML）, 空间分析, 数据持久性, 脚本

您将获得的技能: Amazon S3, Cloud Storage, Data Management, Data Storage Technologies, Data Storage, Network Troubleshooting, Disaster Recovery