您将获得的技能: Human Factors, Human Factors Engineering, Accident Prevention, Human Machine Interfaces, Usability, Systems Thinking, User Experience Design

您将获得的技能: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms

您将获得的技能: 描述性统计, 统计分析, 数据分析, 数据清理, 数据预处理, AI 工作流程, 机器学习算法, 人工智能和机器学习（AI/ML）, 机器学习, 模型评估, 应用机器学习, 流程管理, 功能工程, 预测建模, 数据收集, 模型部署

您将获得的技能: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Classification Algorithms, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Feature Engineering, Python Programming

您将获得的技能: 计算机编程, C++（编程语言）, 数据结构, 面向对象编程（OOP）, 调试, 模型评估, Algorithm, 测试数据, 统计编程, Data Validation

您将获得的技能: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Visualization, Python Programming, Applied Machine Learning, Pandas (Python Package), Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Dimensionality Reduction, Statistical Methods, Data Transformation, Feature Engineering, Unsupervised Learning, Performance Tuning

您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing

您将获得的技能: 交互式数据可视化, 数据分析, 数据处理, 还原式 API, 应用编程接口 (API), 监督学习, 生物信息学, 大数据, 机器学习, 数据整合, 元数据管理, 无监督学习

您将获得的技能: GitHub, 技术文档, 单元测试, 软件包和软件管理, R 语言程序设计（中文版）, 持续集成, Rmarkdown, Open Source 技术, 版本控制, Knitr, 软件版本控制, 软件文档, 开发测试, 跨平台开发

您将获得的技能: OpenAI API, Prompt Engineering, Large Language Modeling, ChatGPT, OpenAI, Generative AI, Application Performance Management, Image Analysis, Application Programming Interface (API), LLM Application, Multimodal Prompts, Animations, File Management, Graphics Software, Embeddings, Classification Algorithms, Computer Graphics, Application Development, Python Programming, Computer Science

您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis

您将获得的技能: PySpark, 数据处理, 微软 Azure, 探索性数据分析, 大数据, 深度学习, 机器学习, 模型评估, 分布式计算, MLOps（机器学习 Operator）, 回归分析, 数据库, 机器学习软件, 模型部署, Apache Spark, 数据转换