您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning

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

您将获得的技能: 统计建模, 概率与统计, 网络模型, 马尔可夫模型, 自然语言处理, 概率分布, 决策支持系统, 网络分析, 图论, 贝叶斯网络

您将获得的技能: 人工智能, 数据建模, 创新, 负责任的人工智能, Google 云端平台, 数据扫盲, 深度学习, 机器学习, 数据质量, 数据伦理, 生成式人工智能, 大型语言模型, AI 安全, 非结构化数据

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing

您将获得的技能: Responsible AI, Artificial Neural Networks, Artificial Intelligence, AI Product Strategy, Generative AI, Deep Learning, Machine Learning, Convolutional Neural Networks, Supervised Learning, Reinforcement Learning, Ethical Standards And Conduct, Unsupervised Learning

您将获得的技能: 交互式数据可视化, 仪表板, 数据分析, 数据可视化软件, 数据预处理, 数据管理, Data Management, 空间数据分析, Tableau 软件, 数据叙事, 需求征询, Data Governance, 探索性数据分析, 业务指标, 数据伦理, 数据仓库, 数据扫盲, 数据展示, 数据可视化, 摘录, 商业分析

您将获得的技能: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

您将获得的技能: 数据处理, 张力流, Google 云端平台, 机器学习, 应用机器学习, 预测建模, 数据科学, 监督学习, 模型部署

您将获得的技能: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing

您将获得的技能: Linux, 命令行界面, GitHub, 编程原则, 脚本, 版本控制, 文件管理, Git（版本控制系统）, 乌班图, Mac OS, Unix 命令, 外壳脚本, 云计算, 脚本语言, Bash（脚本语言）, Unix