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: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Hugging Face, Data Collection, Quality Assurance, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines
中级 · 课程 · 1-4 周

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: 应用程序性能管理, Kubernetes, 交互式数据可视化, 普罗米修斯(软件), DevOps, 系统监控, 云原生计算, Grafana, 持续监测, 分布式计算, Devops 工具, 仪表板创建, Docker (软件), 集装箱化
中级 · 课程 · 1-3 个月

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

您将获得的技能: Dashboard Creation, Kibana, Dashboard, Interactive Data Visualization, Data Presentation, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Decision Support Systems, Data Analysis, Business Intelligence, Content Performance Analysis, Data Wrangling, Data Import/Export
混合 · 课程 · 1-4 周

您将获得的技能: Test Automation, Test Tools, Continuous Integration, CI/CD, AI Orchestration, AI Integrations, Software Quality Assurance, Maintainability, Quality Assurance, Automation, Verification And Validation, User Interface (UI), Natural Language Processing, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Model Training, Artificial Intelligence, Model Optimization, Model Evaluation, Exploratory Data Analysis, Performance Tuning, Data Import/Export
初级 · 课程 · 1-3 个月

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: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

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