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。

Coursera
您将获得的技能: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design
初级 · 指导项目 · 不超过 2 小时

Tecnológico de Monterrey
您将获得的技能: Digital pedagogy, Education Software and Technology, Instructional Design, Problem Solving, digital literacy, Educational Materials, Emerging Technologies, Learning Management Systems, Innovation, Quality Assurance, Planning, Resourcefulness, Learning Strategies, Systems Analysis, Solution Design, Design Strategies, Creative Thinking, User Centered Design, Technical Documentation, Virtual Environment
初级 · 专项课程 · 3-6 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

University of Pennsylvania
您将获得的技能: 财务分析, 财务管理, 投资组合风险, 投资组合管理, 商业数学, 投资, 企业财务, 投资回报, 股票, 现金流量, 金融市场, 商业估值
初级 · 课程 · 1-3 个月

CertNexus
您将获得的技能: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Responsible AI, AI Security, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality
混合 · 课程 · 1-4 周

Universiteit Leiden
您将获得的技能: 创伤护理, 文化多样性, 道德标准与行为, 心理学, 压力管理, 心理健康, 社会科学, 自我意识, 社会正义, 精神和行为健康专业, 正念, 环境与资源管理
初级 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 生命体征, 临床评估, 心脏病学, 病人基本护理, 生理学, 病人沟通, 患者观察, 生物学, 解剖学
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 脚本, Git(版本控制系统), Unix 命令, 脚本语言, Unix, Linux, 文件管理, GitHub, 云计算, 乌班图, Mac OS, 版本控制, 编程原则, Bash(脚本语言), 外壳脚本, 命令行界面
初级 · 课程 · 1-3 个月

您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: OpenAI, Code Review, Integrated Development Environments, Tool Calling, Cloud Development, Prompt Engineering, Computer Programming Tools, AI Workflows, Development Environment, Context Management, Command-Line Interface, Generative AI, Software Technical Review, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 数据驱动的决策制定, 商业智能, 预测建模, 云计算, 雪花模式, 商业分析, 数据建模, 数据仓库, 无监督学习, 市场分析, 分类算法, 摘录, 星形模式, 数据挖掘, 监督学习
初级 · 课程 · 1-4 周

Universidades Anáhuac
中级 · 课程 · 1-3 个月