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。

Duke University
您将获得的技能: Python 程序设计, Prompt Engineering, 应用编程接口 (API), 拥抱的脸, 机器学习, 大型语言模型, 生成式人工智能, Microsoft Copilot, OpenAI 应用程序接口, ChatGPT, 检索-增强生成, 负责任的人工智能, OpenAI
初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: Python 程序设计, 数据流, 数据伦理, 数据分析, 统计可视化, 大数据, 模型评估, 数据库, 数据可视化软件, 数据库系统, 数据叙事, 统计机器学习, 预测分析, SQL, 关系数据库, R 语言程序设计(中文版), 功能工程, 无监督学习, 预测建模, 监督学习
中级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, Analytics, Artificial Intelligence, AI Enablement, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, AI Security, Responsible AI, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

您将获得的技能: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Information Architecture, Machine Learning
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Python 程序设计, 调试, 数据操作, 软件设计, 数据处理, JSON, 网页抓取, 面向对象编程(OOP), 单元测试, 编程原则, 数据结构, 统一模型语言, 计算机编程, 面向对象设计, 文件输入/输出, Jupyter, 数据导入/导出, 计划发展, 还原式 API, 图像分析
初级 · 专项课程 · 3-6 个月
您将获得的技能: Mobile Security, AI Security, Threat Detection, Security Controls, Exploit development, Threat Modeling, Hardening, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Deep Learning, Prompt Engineering, Incident Response, Information Privacy
中级 · 课程 · 1-4 周

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月
University of Minnesota
您将获得的技能: 探索性数据分析, 机器学习算法, Algorithm, 模型评估, 分析, 电子表格软件, 解决方案设计, 应用机器学习, 系统设计与实施, 业务指标
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Machine Learning, Applied Machine Learning, Research, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Surveys, Human Factors, Classification Algorithms, Experimentation, Data Quality, Statistical Analysis
中级 · 课程 · 1-3 个月