您将获得的技能: 衍生产品, 数学建模, 数据预处理, 人工神经网络, 统计, Algorithm, Python 程序设计, 应用数学, 机器学习算法, 线性代数, 功能工程, 降维, NumPy, 无监督学习, 回归分析, 微积分, Jupyter, 高等数学

您将获得的技能: Full-Stack Web Development, UI Components, User Interface (UI), MySQL, User Interface (UI) Design, Object Oriented Programming (OOP), Event-Driven Programming, Database Design, Application Deployment, Application Design, Python Programming, Application Development, Database Management, Graphical Tools, Database Application, Databases, Software Design, Graphics Software, Development Environment, SQL

您将获得的技能: Algorithm, Python 程序设计, 机器学习算法, 应用数学, 线性代数, NumPy, Jupyter

您将获得的技能: Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Python Programming, Computational Thinking, Analysis

您将获得的技能: 用户反馈, 数据驱动的决策制定, 数据分析, 数据收集, 数据建模, 数据清理, 分类算法, 数据科学, 数据预处理, 模型部署, 分析技能, 同行评审, 业务过程, Jupyter, 商业分析, 软件开发方法, 模型评估, 数据挖掘

您将获得的技能: 前端网络开发, 数据结构, GitHub, 版本控制, Git（版本控制系统）, 数据库管理系统, 面向对象编程（OOP）, Python 程序设计, Bootstrap（前端框架）, Unix 命令, 云托管, Django （网络框架）, 全栈式网络开发, 后端网站开发, 应用程序接口测试, 网页设计与开发, 关系数据库, SQL, 计算机编程, 还原式 API

您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms

您将获得的技能: Linux, Scripting, Linux Administration, Operating System Administration, Data Persistence, Shell Script, Unix Shell, Systems Administration, IT Automation, Command-Line Interface, Cloud Hosting, Object-Relational Mapping, YAML, Python Programming, File Transfer Protocol (FTP), Network Administration, OS Process Management, File Management

您将获得的技能: Claude Code, Prompt Engineering, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Multimodal Prompts, AI Workflows, AI Orchestration, LLM Application, Productivity, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development Tools, Software Development, Software Architecture, Automation, Software Testing, Software Design

您将获得的技能: 深度学习, 分类算法, 数据预处理, 监督学习, 机器学习, 模型评估, Python 程序设计, 功能工程, 计算机视觉, 自然语言处理, 人工智能, 应用机器学习, 无监督学习, 预测建模, 文本挖掘, 图像分析, 应用程序开发, 回归分析

您将获得的技能: Package and Software Management, Platform As A Service (PaaS), Virtual Environment, Dependency Analysis, Python Programming, Application Deployment

您将获得的技能: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Data Visualization, Data Visualization Software, Statistical Visualization, Scatter Plots