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。

Rice University
您将获得的技能: 调试, 集成开发环境, 开发环境, 编程原则, 计算机编程, Python 程序设计
初级 · 课程 · 1-4 周
University of Maryland, College Park
您将获得的技能: Marketing Automation, Online Advertising, AI Enablement, Marketing Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Campaign Management, Google Ads, LinkedIn, Facebook, Bidding, Target Audience, Keyword Research, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pay Per Click Advertising, Pinterest, Search Engine Marketing, Social Media, Paid media, Online Advertising, Lead Generation, TikTok, Advertising, Digital Advertising
初级 · 专项课程 · 3-6 个月

您将获得的技能: C++ (Programming Language), Software Documentation, System Programming, Technical Documentation, Application Development, Maintainability, Data Structures, Generative AI, Application Performance Management, Algorithms, Scalability
初级 · 课程 · 1-3 个月

Atlassian
您将获得的技能: 软件配置管理, Git(版本控制系统), GitHub, 命令行界面, 软件版本控制, 版本控制, Bitbucket, 代码审查
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Serverless Computing, Image Analysis, API Gateway, Computer Vision, Event-Driven Programming, Amazon S3, Microservices, Amazon Web Services, Authentications, Cloud Computing Architecture, Amazon DynamoDB, API Design, Application Development
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Java 编程, Matplotlib, 数据清理, 数据科学, Pandas(Python 软件包), 调试, Java, 面向对象设计, 数据分析, 单元测试, 面向对象编程(OOP), 应用程序开发, 编程原则, 透视表和图表, Python 程序设计, 数据结构, 计算机编程, 数据可视化, 日蚀(软件), 文件输入/输出
初级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 数据叙事, 模型评估, 商业分析, 数据清理, 分类算法, 数据分析, 数据操作, 无监督学习, 机器学习, 数据预处理, 业务重点, 项目范围界定, 数据迁移, 统计分析, Jupyter, 数据可视化, 探索性数据分析, 利益相关者的参与, 摘录
中级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: AI Security, Penetration Testing, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), Cyber Security Assessment, Unix, Computer Security, Network Monitoring, Application Security, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Cryptographic Protocols, Network Protocols, Cryptography, Security Awareness, Generative AI Agents, Server Side, Web Applications, Machine Learning Algorithms
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 数据战略, 模型评估, 商业分析, 数据科学, 无监督学习, 社交媒体, 回归分析, 分析, 监督学习, 自然语言处理, 分析技能, 云计算, 预测分析, 异常检测, 预测建模, 统计分析, 文本挖掘, 数据挖掘, 数据伦理, 决策树学习
初级 · 专项课程 · 3-6 个月

您将获得的技能: Nursing Management, Healthcare Ethics, Legal Risk, Clinical Leadership, Case Studies, Personal Integrity, Nursing, Patient Safety, Business Ethics, Ethical Standards And Conduct, Decision Making, Professionalism, Health Care, Safety Culture, Medical Privacy, Law, Regulation, and Compliance, Informed Consent, Compliance Management, Patient Communication
中级 · 课程 · 1-4 周