您将获得的技能: 数据分析, 数据导入/导出, Pandas（Python 软件包）, 无监督学习, Matplotlib, 分析, 社交网络分析, Python 程序设计, 预测分析, Algorithm, 网络分析, 图论

您将获得的技能: Statistical Modeling, Data Preprocessing

您将获得的技能: Robotic Process Automation, Customer experience improvement, ChatGPT, Data Science, Machine Learning Methods

您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

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: 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: 微软 Azure, 计算机视觉, 无监督学习, 自然语言处理, 人工智能和机器学习（AI/ML）, 负责任的人工智能, 应用机器学习, 异常检测, MLOps（机器学习 Operator）, AI 工作流程, 模型部署, 数据伦理, 预测建模, 无代码开发, 人工智能, 图像分析, 回归分析, AI 赋能, 机器学习, 分类算法

您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics

您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation

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

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, PyTorch (Machine Learning Library), Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning

您将获得的技能: 概率与统计, 统计建模, 机器学习算法, 贝叶斯网络, 抽样（统计）, 决策支持系统, 自然语言处理, 概率分布, Machine Learning 方法, 统计方法, 马尔可夫模型, 计算思维, 应用机器学习, 统计推理, 网络分析, 网络模型, 机器学习, 图论, Algorithm