无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。

您将获得的技能: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
中级 · 专业证书 · 3-6 个月

您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, LLM Application, Productivity, OpenAI, Anthropic Claude, Creative Problem-Solving, AI Enablement, Generative AI, AI Personalization, Creative Thinking, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Education Software and Technology, Student Engagement
初级 · 专项课程 · 1-3 个月

您将获得的技能: Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Problem Management, Data Structures, Integrated Development Environments, Debugging, Development Environment
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 回归分析, 机器学习算法, 预测建模, 数据科学, R 语言程序设计(中文版), 模型评估, 分类算法, 机器学习, 统计机器学习, 统计建模, 统计分析, 无监督学习, 统计方法, 监督学习
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, AI Workflows, Application Deployment, Kubernetes, Agentic Workflows, Azure Active Directory, System Monitoring, LangChain, Generative AI Agents, Microservices, Microsoft Azure, Artificial Intelligence, Distributed Computing, Serverless Computing, Natural Language Processing, Reinforcement Learning
中级 · 专业证书 · 3-6 个月

您将获得的技能: Data Governance, Data-Driven Decision-Making, AI Product Strategy, Legal Technology, Data Management, Business Process Automation, Technology Strategies, Business Leadership, Business Transformation, Generative AI, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Customer Service, Machine Learning
初级 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, AI Security, Anthropic Claude, Artificial Intelligence, Software Development Tools, Software Testing, Apple iOS, AI Product Strategy, Test Automation, Software Development, DevSecOps, Prototyping, Artificial Intelligence and Machine Learning (AI/ML)
高级设置 · 专项课程 · 1-3 个月

Meta
您将获得的技能: Linux 命令, 单元测试, 应用编程接口 (API), 用户界面(UI), 用户体验设计, 用户体验, 事件驱动编程, JavaScript 框架, 软件可视化, 调试, Javascript, 网页内容无障碍指南, 层叠样式表(CSS), 伪代码, 用户研究, 软件版本控制, 设计研究, 网络应用, 可用性, 用户界面和用户体验(UI/UX)设计
攻读学位
初级 · 专业证书 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Exercise Science, AI Enablement, Risk Modeling, Precision Medicine, Predictive Modeling, Load Balancing, Health Education, Machine Learning, Data Modeling, Real Time Data, Mathematical Modeling
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 终身学习, 正念, 个人发展, 道德标准与行为, 设定目标, 同情心, 自我意识, 心理健康, 压力管理
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 生成式人工智能, 创造力, 改善客户体验, LLM 申请, 原型设计, AI 产品战略, 团队建设, 负责任的人工智能, 利益攸关方沟通, 人工智能和机器学习(AI/ML), 投资回报, Prompt Engineering, 产品管理, ChatGPT, 人工智能, 商业化, Google 双子座, 产品生命周期管理, 提示模式, 技术产品管理
中级 · 专项课程 · 1-3 个月