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: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI), User Experience Design, Web Design and Development, Development Environment, Front-End Web Development, Javascript, Web Development, Web Applications, Responsive Web Design, Microsoft Visual Studio, Real Time Data, Data Validation
初级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management
初级 · 课程 · 1-3 个月

您将获得的技能: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Hosting, Virtual Networking, Hybrid Cloud Computing, Private Cloud, Network Routing, Network Infrastructure
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Motion Graphics, Animations, Multimedia, Storytelling, Typography, Branding, Drive Engagement
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: AI Workflows, Agentic Workflows, AI Orchestration, AI Security, API Testing, System Testing, Test Script Development, Context Management, Health Informatics, Performance Testing, Functional Testing, Business Logic
中级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Computer Vision, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Artificial Intelligence, Model Evaluation, Algorithms
混合 · 课程 · 1-3 个月

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Dashboard, Data Visualization Software, Jupyter, Web Applications
中级 · 课程 · 1-3 个月
您将获得的技能: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Data-Driven Decision-Making, Data Processing, Event Monitoring, Data Transformation, JSON, Data Integrity, Event Management
中级 · 课程 · 1-4 周

您将获得的技能: C# (Programming Language), Object Oriented Programming (OOP), Web Scraping, Programming Principles, Microsoft Visual Studio, .NET Framework, Data Structures, Software Design Patterns, File I/O, Application Development, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing, Debugging
初级 · 课程 · 1-3 个月


您将获得的技能: Linux, Linux 命令, 命令行界面, Unix 命令, Unix, 脚本, 文件管理, 乌班图, 外壳脚本, Network Protocol(网络协议, 自动化, 操作系统, 文件系统, 软件安装, Linux 管理, Bash(脚本语言), 操作系统流程管理
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback
中级 · 课程 · 1-4 周