您将获得的技能: Pandas (Python Package), Data Manipulation, Jupyter, Exploratory Data Analysis, Python Programming, Computational Logic

您将获得的技能: 概率与统计, 数据科学, 数据建模, 模型评估, 预测建模, 统计分析, 统计方法, 数学建模, 统计推理, 数据伦理, 回归分析, 统计建模, R 语言程序设计（中文版）, 功能工程

您将获得的技能: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings

您将获得的技能: Responsible AI, Data Ethics, Business Ethics, AI Security, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Information Privacy, Analysis, Algorithms

您将获得的技能: 决策支持系统, 预测建模, 负责任的人工智能, 健康技术, 模型评估, 人工智能, 应用程序部署, 医疗保健伦理, 数据伦理, 医疗设备, 监管合规, 健康公平, 持续监测, 临床评估, 健康信息学, 医疗保健行业知识

您将获得的技能: Large Language Modeling, Responsible AI, Decision Making, Team Management, Resource Allocation, Generative AI, Qualitative Research, Prompt Engineering, Analysis, Communication, Project Management, Data Ethics, Data-Driven Decision-Making, Data Visualization

您将获得的技能: Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Performance Reporting, Predictive Analytics, Fraud detection, Business Leadership, Strategic Leadership, Data Science

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

您将获得的技能: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science

您将获得的技能: 概率与统计, 微积分, 数据科学, 线性代数, 统计假设检验, 统计分析, 数据分析, 数据伦理, 统计建模, 回归分析, 研究设计, 定量研究

您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming

您将获得的技能: 微软Excel, 数据分析, 数据导入/导出, 数据访问, 数据操作, 数据预处理, 统计编程, 调试, SAS（软件）