您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis

您将获得的技能: 概率与统计, 模型评估, 深度学习, 数据分析, 决策树学习, 数据预处理, 统计分析, 随机森林算法, 预测建模, 逻辑回归, 应用机器学习, 功能工程, 机器学习, 风险模型, 预测

您将获得的技能: 模型评估, 决策树学习, 数据预处理, 监督学习, Scikit-learn （机器学习库）, 数据清理, 性能指标, 随机森林算法, 抽样（统计）, 逻辑回归, 预测建模, 功能工程, 分类算法, 机器学习

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)

您将获得的技能: 概率与统计, Machine Learning 方法, 嵌入, 文本挖掘, 自然语言处理, 监督学习, 降维, 统计机器学习, 功能工程, 分类算法

您将获得的技能: Google Sheets, Exploratory Data Analysis, Statistical Analysis, Data Analysis, Data Presentation, Spreadsheet Software, Data Visualization, Graphing, Statistics, Data Science, Data Manipulation

您将获得的技能: SAS (Software), Data Quality, Data Analysis, Exploratory Data Analysis, Virtual Environment, Data Manipulation, Interactive Data Visualization, Data Access, Data Preprocessing, Business Analysis, Business Reporting, Statistical Programming

您将获得的技能: 计算机视觉, 模型评估, Machine Learning 方法, 迁移学习, 深度学习, 网络架构, 功能工程, 卷积神经网络, 分类算法, 可视化（计算机制图）, 机器学习算法

您将获得的技能: 数据操作, 数据分析, 数据展示, 数据处理, 数据转换, 统计编程, 数据整合, SAS（软件）

您将获得的技能: 商业分析, 数据分析, 同行评审, 商业策略, 营销分析, 数字广告, 绩效衡量, 分析, 运行效率, 演讲, 数据驱动的决策制定, 业务, 广告, 问题管理, 营销, 营销策略

您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI