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。

IE Business School
您将获得的技能: Lifelong Learning, Teamwork, Time Management, Learning Strategies, Willingness To Learn, Productivity, Quick Learning, Self-Motivation, Cognitive flexibility, Neurology
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Html 和 Css, 调试, 网络开发, 网页设计与开发, 网页设计, 网页内容无障碍指南, 可用性, 层叠样式表(CSS), 用户界面(UI), 网络开发工具, 响应式网页设计
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Cloud Management, Compliance Management, Infrastructure as Code (IaC), Terraform, Multi-Tenant Cloud Environments, Cloud Security, Cost Control, Automation, Amazon Web Services, Governance, Compliance Auditing, Cost Management, Scripting, Data-Driven Decision-Making, Analysis
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API
初级 · 课程 · 1-4 周

您将获得的技能: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications
初级 · 课程 · 1-3 个月

您将获得的技能: Adobe Firefly, Storyboarding, Adobe Express, Prompt Engineering, Responsible AI, Data Ethics, Collaborative Software, Creativity, Adobe Creative Cloud, Prompt Engineering Tools, AI Enablement, Generative AI, Adobe Photoshop, Adobe Illustrator, Creative Thinking, Visualization (Computer Graphics), Creative Design, Storytelling, Branding, Content Development and Management
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Python 程序设计, 数据结构, 面向对象编程(OOP), 调试, 计算思维, 分析, 解决问题, Algorithm, 伪代码, 计算机编程, 计划发展, 计算机硬件
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Product Development, Team Building, Team Oriented, Meeting Facilitation, Technical Management, Continuous Improvement Process, Prioritization
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 技术写作, 学习理论, 技术交流, 教育软件和技术, 信息图表, 叙事, 口头表达, 人类学习, 研究, 科学与研究, 教育与培训, 学习管理系统, 面试技巧, 科学方法, 媒体与传播, 摄影, 社区外联, 写作, 计划评估, 说服沟通
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Data Lakes, Data Pipelines, Data Processing, Systems Design, Dataflow, Tensorflow, Real Time Data, Data Architecture, Apache Spark, Big Data, Extract, Transform, Load, Data Warehousing, Model Deployment, Data Infrastructure, Data Security, Apache Hadoop, Quality Assurance, Data Management, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周