Kaggle 课程可以帮助您学习数据分析、机器学习技术和 Model Evaluation。您可以掌握数据 Visualization、Feature Engineering 和 Hyperparameter 调整方面的技能。许多课程都会介绍 Python、R 和 SQL 等工具,以及 Pandas、Scikit-learn 和 TensorFlow 等库,展示如何将这些技能应用到真实世界的数据科学项目中。

Coursera
您将获得的技能: DeepSeek API, Deepseek, LangChain, Generative AI, LLM Application, AI Workflows, AI Integrations, Automation, Application Deployment, Systems Integration
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Data Processing, Apache Spark, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

LearnKartS
您将获得的技能: Workplace Bullying Intervention, Diversity Awareness, Workplace inclusivity, Safety Culture, Labor Law, Accountability, Compliance Management, Disciplinary Procedures, Ethical Standards And Conduct, Strong Work Ethic, Professional Development, Behavior Management, Safety and Security, AI Enablement, Social Media, Culture
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard Creation, Interactive Data Visualization, Devops Tools, Cloud Deployment, Business Metrics, Kubernetes, Microservices, Distributed Computing, Anomaly Detection
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Dashboard Creation, Kibana, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, System Monitoring, Data Presentation, Data Visualization Software, Web Analytics, Exploratory Data Analysis, Trend Analysis, Decision Support Systems, Data Analysis, Automation, Business Intelligence, IT Automation, Content Performance Analysis, Data Wrangling, Data Science
初级 · 专项课程 · 1-4 周

您将获得的技能: SonarQube, Role-Based Access Control (RBAC), Code Review, Maintainability, Continuous Integration, Software Quality Assurance, Software Technical Review, CI/CD, Apache Maven, GitHub, PostgreSQL, Software Engineering, Software Development, Git (Version Control System), Building Codes
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 应用程序性能管理, 云部署, 配置管理, 云原生计算, 弹簧框架, 数据库开发, 微服务, 数据库系统, 数据库, 数据库管理, Google Cloud 平台, 云计算开发, 面向服务的架构, 应用框架, Spring Boot, 云应用, 软件架构, 应用程序部署
中级 · 课程 · 1-4 周

您将获得的技能: Web Content Accessibility Guidelines, Usability, Web Design, Information Architecture, Web Development Tools, Test Tools, Web Development, Customer Service
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: User Experience Design, User Experience, Persona (User Experience), Web Content Accessibility Guidelines, User Story, UI/UX Research, User Centered Design, Design Thinking, User Research, Human Factors, Human Centered Design, Ideation, Competitive Analysis, Solution Design, Persona Development
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Model Training, Fine-tuning, Image Analysis, Convolutional Neural Networks, Computer Vision, Transfer Learning, Model Evaluation, Deep Learning, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Engineering Tools, LLM Application, AI Workflows, AI Orchestration, No-Code Development, Retrieval-Augmented Generation, Generative AI Agents, Memory Management, Agentic systems, Application Programming Interface (API), Software Installation
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms
中级 · 课程 · 1-4 周