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。

JetBrains
您将获得的技能: Integrated Development Environments, File I/O, Software Development Tools, Python Programming, Development Environment, Data Structures, Computer Programming, Programming Principles, Scripting, Code Review, Data Processing, NumPy, Computational Thinking, Software Installation, Numerical Analysis
初级 · 课程 · 1-3 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

University of California San Diego
您将获得的技能: Python 程序设计, 数据可视化软件, MLOps(机器学习 Operator), 网页抓取, 数据操作, 模型评估, 分类算法, 机器学习算法, 数据处理, 预测分析, 预测建模, 应用机器学习, 功能工程, 模型部署, 机器学习, Flask(网络框架), 数据可视化, 设计思维, Data Validation, 监督学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Growth Mindedness, Peer Review, Personal Attributes, Self-Awareness, Brainstorming, Prioritization
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Event Marketing, Presentations, Video Editing, Canva (Software), Marketing Materials, Color Theory, Typography, Storytelling, Marketing Collateral, Marketing Design, Interactive Design, Brand Strategy, Social Media, Logo Design, Layout Design, Social Media Content, Social Media Campaigns, Branding, Content Creation
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

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

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: Retrieval-Augmented Generation, Model Deployment, Kubernetes, Containerization, LLM Application, Application Deployment, Large Language Modeling, Release Management, MLOps (Machine Learning Operations), Cloud Deployment, Configuration Management, Continuous Delivery, Scalability, Application Performance Management, Performance Tuning, Performance Analysis, Infrastructure as Code (IaC), Performance Testing, Systems Analysis, Analysis
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 交互式数据可视化, 调试, 面向对象编程(OOP), 数据结构, 开发环境, 事件驱动编程, 软件文档, Java, 编程原则, Algorithm, 面向对象设计, 计算机编程, 用户界面(UI), 软件工程, Java 编程
中级 · 课程 · 1-3 个月

您将获得的技能: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Linux Commands, Test Driven Development (TDD), Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming
初级 · 课程 · 1-3 个月