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。

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 决策树学习, 异常检测, 机器学习算法, 模型评估, 统计机器学习, 回归分析, 机器学习, 功能工程, 无监督学习, 应用机器学习, 分类算法, 数据伦理, 数据挖掘, 探索性数据分析, 数据预处理, Scikit-learn (机器学习库), 监督学习
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

您将获得的技能: digital literacy, Constructive Feedback
中级 · 课程 · 1-3 个月

您将获得的技能: Sales Enablement, Sales Strategy, Lead Generation, Sales Training, Sales Process, Customer Relationship Management (CRM) Software, Sales Prospecting, Global Marketing, Data-Driven Decision-Making, Marketing Automation, Key Performance Indicators (KPIs), Digital Media Strategy, AI Personalization, Content Creation, Video Production
初级 · 课程 · 1-4 周

您将获得的技能: Estimation, Conflict Management, Stakeholder Engagement
中级 · 课程 · 1-3 个月

Council on Foreign Relations
您将获得的技能: International Relations, Diplomacy, World History, Political Sciences, International Finance, Public Policies, Policy Development, Policy Analysis, Public Health, Economic Development, Governance, Social Sciences, Immigration Law, Socioeconomics, Culture, Policty Analysis, Research, and Development, Economics, Negotiation, Decision Making, Strategic Thinking
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Retrieval-Augmented Generation, Generative AI, AI Enablement, AI Orchestration, Customer experience improvement, Enterprise Security, Artificial Intelligence, LLM Application, Decision Making, Cloud Infrastructure, Organizational Strategy, Cloud Computing, Cloud Platforms, Customer experience strategy (CX), Innovation, MLOps (Machine Learning Operations), Change Management, Collaboration
初级 · 专项课程 · 3-6 个月

Rutgers the State University of New Jersey
您将获得的技能: Kanban 原则, 物流, 质量改进, 库存管理系统, 运行效率, 运营管理, 生产流程, 精益生产, 精益方法, 精益六西格玛, 流程改进, 库存控制, 六西格玛方法, 供应链
初级 · 课程 · 1-4 周

您将获得的技能: Metasploit, Exploit development, Exploitation techniques, Vulnerability, Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, System Configuration, Data Security, Cybersecurity, Cyber Attacks, Linux, Bash (Scripting Language), Proxy Servers, Scripting, Linux Commands, Scripting Languages, Python Programming
混合 · 课程 · 1-4 周

IE Business School
您将获得的技能: 创造性思维, 文化响应, 叙事, 设计策略, 建筑设计, 集思广益, 好奇心, 设计元素和原则, 团队合作, 设计思维, 创意设计, 创造力, 创造性地解决问题, 批判性思维和解决问题, 同理心, 协作
初级 · 课程 · 1-4 周

您将获得的技能: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
初级 · 课程 · 1-3 个月