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 Michigan
您将获得的技能: 统计, 统计假设检验, 模型评估, 统计方法, 数据可视化软件, 贝叶斯统计, 统计可视化, Matplotlib, 回归分析, 统计机器学习, 统计分析, Python 程序设计, 抽样(统计), 统计推理, 统计软件, 数据可视化, 统计编程, 统计建模, 概率与统计, Jupyter
初级 · 专项课程 · 1-3 个月

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Google Cloud Platform, Cloud Computing, Applied Machine Learning, Datamaps, Model Deployment, Cloud Services, Spatial Data Analysis, Machine Learning, Real Time Data
初级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Management, Machine Learning, Applied Machine Learning, Model Evaluation, Deep Learning, Debugging, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Planning And Design, Network Performance Management, Network Monitoring, Firewall, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Network Routing, Virtual Private Networks (VPN)
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Html 和 Css, 机器学习, Prompt Engineering, 网络开发, UI 组件, 网络开发工具, 生成式人工智能, 响应式网页设计, 软件工程, 网页设计与开发, Javascript
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms
初级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 环境问题, 道德标准与行为, 科学方法, 医疗保健伦理, 安全保障, 压力管理, 一般科学与研究, 移情与情商, 营养与饮食, 行为管理, 应用行为分析
混合 · 课程 · 1-3 个月