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。

LearnQuest
您将获得的技能: Image Analysis, Supervised Learning, Applied Machine Learning, Model Evaluation, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Supply Chain, Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Natural Language Processing, Artificial Neural Networks, Customer Demand Planning, Forecasting, Unsupervised Learning
中级 · 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

Snowflake
您将获得的技能: 生成式人工智能, 数据科学, 数据管道, 数据库管理, 人工智能和机器学习(AI/ML), 数据存储, SQL, 机器学习, 数据操作, 数据工程, 数据仓库, 基于角色的访问控制(RBAC), 数据导入/导出, 云计算开发, 摘录, 应用程序开发, 存储过程
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Loans, Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics
获得学位
学位 · 1-4 年

您将获得的技能: Innovation, User Feedback, Growth Mindedness, Resilience, Adaptability, Open Mindset, Entrepreneurship, Creative Problem-Solving, Strategic Thinking, Lifelong Learning, Market Research, Sustainable Business, Continuous Improvement Process, Business, Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 应用编程接口 (API), 数据科学, 机器学习算法, 计算机视觉, 自然语言处理, Python 程序设计, 机器学习, 模型部署, 微软 Azure, 人工智能和机器学习(AI/ML), 图像分析
高级设置 · 课程 · 1-3 个月

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Supervised Learning, Climate Change Mitigation, Anomaly Detection, Environment, Public Policies
中级 · 专项课程 · 1-3 个月

您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
中级 · 专项课程 · 1-3 个月

University at Buffalo
您将获得的技能: 应用编程接口 (API), 新兴技术, Encryption, 金融科技, Network Protocol(网络协议, 测试驱动开发(TDD), 计划发展, 区块链, 开发环境, 微软 Azure, 分布式计算, 开发测试, 集成开发环境, 密码学, 网络开发工具, 软件架构, 事务处理, 网络语言, 网络应用, 应用程序开发
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 应用编程接口 (API), 电子产品, 需求分析, 用户需求文件, Network Protocol(网络协议, 嵌入式系统, Python 程序设计, 基本电气系统, 电子元件, 系统设计, 调试, Linux, 嵌入式软件, 物联网, TCP/IP, 自动化工程, Operating System 管理, 功能要求, 测试计划, 操作系统
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 计算机编程, 编程原则, 计划发展, 数据结构, 调试, Python 程序设计, 计算机图形学, 图表设计
初级 · 课程 · 1-4 周