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。

University of Colorado Boulder
您将获得的技能: 概率与统计, 统计分析, 定量研究, 统计推理, 数据建模, 数据分析, 统计方法, 回归分析, 研究设计, 模型评估, 数学建模, 统计假设检验, 统计建模, 预测建模, 功能工程, 逻辑回归, 数据科学, R 语言程序设计(中文版), 机器学习, 数据伦理
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming
高级设置 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Dataflow, Data Transformation, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Machine Learning, Deep Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: PHP (Scripting Language), Full-Stack Web Development, Server Side
初级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning
中级 · 课程 · 1-4 周

Creo Incubator
您将获得的技能: Decision Making, Cultural Sensitivity, Rapport Building, Empathy, Adaptability, Influencing, Leadership, digital literacy, Ethical Standards And Conduct
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 生产率, 终身学习, 个人发展, 领导力培养, 文化多样性, 时间管理, 工作场所的包容性, 沟通, 跨文化能力, 商务写作, 自我意识, 适应, 压力管理, 商业道德, 弹性, 文化敏感性, 认知灵活性, 多样性意识, 专业发展, 多样性与包容性
初级 · 专项课程 · 3-6 个月

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
您将获得的技能: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana
中级 · 课程 · 1-4 周
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: 解剖学, 生理学, 细胞生物学, 分子生物学, 神经学, 病理学, 心理学
高级设置 · 课程 · 3-6 个月