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。

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

Microsoft
您将获得的技能: 机器学习, 分类算法, 信息隐私, 迁移学习, 数据分析, 数据处理, 数据伦理, 数据预处理, 数据转换, 机器学习软件, 卷积神经网络, 模型评估, 数据管道, 分布式计算, Virtual Machine, 负责任的人工智能, 监督学习, 模型部署, 图像分析, 张力流
中级 · 专业证书 · 3-6 个月

您将获得的技能: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

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
Macquarie University
您将获得的技能: 商业分析, 数据操作, Excel 宏, 仪表板, 高级分析, 电子表格软件, 数据展示, Data Validation, 数据预处理, 透视表和图表, 数据叙事, 财务预测, 微软Excel, Data Analysis 表达式(DAX), 微软办公软件, 数据分析软件, 数据扫盲, Excel 公式, 分析技能, 数据建模
初级 · 专项课程 · 3-6 个月

您将获得的技能: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周
Coursera
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
中级 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 网页内容无障碍指南, Html 和 Css, 前端网络开发, 开发环境, 网络应用, 网络开发工具, 响应式网页设计, AJAX, Javascript, 层叠样式表(CSS), 网页设计
混合 · 课程 · 1-4 周

您将获得的技能: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
初级 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Responsive Web Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), CI/CD, Restful API, Java Programming, Model Deployment, Engineering Software, Version Control, Database Management, Software Design
初级 · 专业证书 · 3-6 个月

多位教师
您将获得的技能: 事件响应, 信息技术, 计算机安全事件管理, 云部署, 生成式人工智能, 网络安全, 数字取证, 安全控制, 云计算架构, 云服务, 配置管理, 数据存储, 管理, 灾难恢复, 外围设备, 业务连续性, Network Security, 应用安全, 密码学, 渗透测试
初级 · 专业证书 · 3-6 个月