应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Cisco Learning and Certifications
您将获得的技能: Network Security, Role-Based Access Control (RBAC), Cybersecurity, Firewall, Network Monitoring, Authentications, Virtual Private Networks (VPN), Computer Networking, Authorization (Computing), Intrusion Detection and Prevention, Identity and Access Management, Security Controls, General Networking, Encryption
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures
初级 · 课程 · 1-4 周
National Taiwan University
您将获得的技能: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
初级 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

Cisco Learning and Certifications
您将获得的技能: Network Troubleshooting, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, Network Support, Network Performance Management, Network Administration, System Configuration, System Monitoring, Network Protocols, Network Planning And Design, Telecommunications, Network Routing, Communication Systems, Endpoint Security, Capacity Management, Application Performance Management, Configuration Management, Scalability, Service Management
初级 · 课程 · 1-3 个月
Rutgers the State University of New Jersey
您将获得的技能: 物流, 精益六西格玛, 供应商关系管理, 预测, 库存管理系统, 供应商管理, 运营管理, 供应链规划, 精益方法, 精益生产, 流程改进, 库存和仓储, 仓库管理, 战略采购, 需求规划, 采购, 生产流程, 供应管理, 供应链
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 机器学习, 大数据, 预测建模, 社交网络分析, 数据分析, 网络分析, 计算思维, 人工智能, 模拟, 社会科学, 数字化转型, 社会学, 数据科学
初级 · 课程 · 1-4 周

您将获得的技能: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control
初级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Telecommunications, User Provisioning, Collaborative Software, Cloud Solutions, Virtual Teams, Enterprise Application Management, Cloud Management, Registration, Inbound Calls, Network Troubleshooting, Azure Active Directory, Systems Integration, Outbound Calls, AI Enablement
初级 · 课程 · 1-3 个月

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

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

Google Cloud
您将获得的技能: 云计算, MLOps(机器学习 Operator), 机器学习, 模型评估, Google 云端平台, 阿帕奇气流, 数据管道, 模型部署, Machine Learning 方法, 张力流
初级 · 项目 · 不超过 2 小时