您将获得的技能: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), Data Processing, R Programming, Rmarkdown, Software Installation, Command-Line Interface

您将获得的技能: Pivot Tables And Charts, Excel Formulas, Graphing, Microsoft Excel, Spreadsheet Software, Data Analysis, Histogram, Scatter Plots, Data Import/Export, Data Manipulation, Data Management

您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts

您将获得的技能: 深度学习, 多种语言, 模型评估, 统计机器学习, 人工神经网络, 递归神经网络 (RNN), 自然语言处理, 人工智能和机器学习（AI/ML）, 嵌入, 词汇

您将获得的技能: 预测建模, 数据管道, 模型评估, R 语言程序设计（中文版）, 数据操作, 随机森林算法, 逻辑回归, 预测分析, 机器学习, 应用机器学习, 临床数据管理, 功能工程, 性能调整, Tidyverse（R 软件包）, 数据可视化, 数据预处理

您将获得的技能: AI 个性化服务, 预测建模, 机器学习算法, 协作软件, 应用机器学习, 数据操作, 数据挖掘, Algorithm

您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Seaborn, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, NumPy, Data Cleansing, Descriptive Statistics, Python Programming

您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling

您将获得的技能: Google 云端平台, R 语言程序设计（中文版）, 文本挖掘, 临床文件, 自然语言处理, 临床数据管理, 临床信息学, 非结构化数据, 健康信息学, 数据处理

您将获得的技能: 人工智能, Data Governance, 负责任的人工智能, 风险管理, 风险分析, 生成式人工智能, 商业风险管理, Regulation and Legal Compliance, 利益相关者管理, 管理, 合规管理, 成本效益分析, 数据伦理, 组织战略, 领导与管理, 问责制

您将获得的技能: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Tool Calling, ChatGPT, Responsible AI, Embeddings, AI Enablement, AI Workflows, OpenAI, Generative AI, Python Programming

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