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。

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Numerical Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
初级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality
初级 · 课程 · 1-4 周

Michigan State University
您将获得的技能: 叙事, 同行评审, 故事板, 写作, 写作与编辑
初级 · 课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 决策树学习, Scikit-learn (机器学习库), 无监督学习, 回归分析, 探索性数据分析, 异常检测, 分类算法, 机器学习算法, 模型评估, 统计机器学习, 数据预处理, 功能工程, 应用机器学习, 机器学习, 数据挖掘, 监督学习, 数据伦理
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Restful API, Event-Driven Programming, Encryption, Distributed Computing
中级 · 课程 · 3-6 个月
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, 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, 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 California, Davis
您将获得的技能: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security
初级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)
高级设置 · 课程 · 1-4 周

您将获得的技能: Cascading Style Sheets (CSS), Debugging, Search Engine Optimization, PHP (Scripting Language), jQuery, Hypertext Markup Language (HTML), MySQL, WordPress, Web Applications, Application Programming Interface (API), Web Development, Content Management Systems, Restful API, Javascript, Application Deployment, Cloud Hosting, Program Development, Object Oriented Programming (OOP), Servers, Development Environment
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, AI Enablement, Artificial Intelligence, Supervised Learning, Prompt Engineering, Deep Learning, Machine Learning, Artificial Neural Networks, Unsupervised Learning, Computer Vision, Natural Language Processing, Recurrent Neural Networks (RNNs)
初级 · 课程 · 1-4 周

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

您将获得的技能: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis
中级 · 课程 · 1-4 周