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。

Amazon Web Services
您将获得的技能: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, AI Enablement, AI Security, Artificial Intelligence, Applied Machine Learning, Prompt Engineering, Large Language Modeling, LLM Application, Model Deployment, Machine Learning
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, Data Governance, 信息图表, Power BI, 会计, 数据收集, 机器学习, 数据质量, 分析, AI 个性化服务, 数据可视化软件, 数据叙事, 营销分析, 数据分析, 分类算法, 数据管理, Data Management, 数据可视化, 内部控制, 数据扫盲
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
中级 · 课程 · 1-4 周

The Museum of Modern Art
您将获得的技能: 学习策略, 写作, 自我意识, 创造性思维, 学习风格, 分析技能, 设计思维, 同理心
中级 · 课程 · 1-4 周

IIT Bombay
您将获得的技能: Internet Of Things, Network Protocols, Wireless Networks, Emerging Technologies, Data Analysis, Communication Systems, Digital Signal Processing, Scikit Learn (Machine Learning Library), Regression Analysis, Pandas (Python Package), Unsupervised Learning
中级 · 课程 · 1-4 周
您将获得的技能: Mobile Security, AI Security, Threat Detection, Security Controls, Exploit development, Threat Modeling, Hardening, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Deep Learning, Prompt Engineering, Incident Response, Information Privacy
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 应用编程接口 (API), 数据处理, 网页抓取, 关系数据库, 数据库设计, SQL, Python 程序设计, 数据可视化软件, 地理信息系统, 面向对象编程(OOP), 数据库, 数据建模
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 回归分析, 统计假设检验, 贝叶斯统计, 模型评估, 统计可视化, 抽样(统计), Matplotlib, 统计, 统计机器学习, Python 程序设计, 数据可视化软件, 统计推理, Jupyter, 统计编程, 统计建模, 数据可视化, 统计软件, 统计分析, 统计方法, 概率与统计
初级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 创新, Data Governance, 商业策略, 业务转型, AI 产品战略, 大数据, 管理, 数据伦理, 负责任的人工智能, AI 赋能, 机器学习, 人工智能, 数据安全
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Learning Strategies, Learning Theory, Human Learning, Quick Learning, Self-Motivation, Lifelong Learning, Literacy, Mental Concentration, Willingness To Learn, Cognitive flexibility, Critical Thinking, Productivity, Personal Development, Self-Awareness, Growth Mindedness, Goal Setting
混合 · 课程 · 1-4 周

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月