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。

Coursera
您将获得的技能: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型评估, 数据分析, 分析技能, 数据预处理, 探索性数据分析, 技术写作, 数据管道, 技术交流, 构思, 数据挖掘, 应用机器学习, 大数据
攻读学位
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: 应用数学, 脚本, 线性代数, 模拟和模拟软件, 估算, 工程计算, 数学软件, 科学可视化, Matlab, 计算思维, 数学建模, 绘图(图形), 工程分析, 微积分, 模拟, Algorithm, 积分微积分, 数值分析, 微分方程, 编程原则
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Prompt Engineering, Microsoft Copilot, Generative AI, Microsoft Office, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Customer Relationship Management (CRM) Software, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: Infrastructure as Code (IaC), Istio, Terraform, Kubernetes, Cloud-Native Computing, Serverless Computing, Microservices, DevOps, Amazon Web Services, API Gateway, Scalability, CI/CD, Application Deployment, Cloud Deployment, Restful API, Containerization, Amazon DynamoDB, Prometheus (Software), Cloud Applications, Redis
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Python 程序设计, 数据结构, 数据操作, 文件输入/输出, 面向对象编程(OOP), 软件包和软件管理, 计算逻辑, 编程原则, 生物信息学, Jupyter
混合 · 课程 · 1-4 周

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Research, Competitive Intelligence, Digital Marketing, Content Creation, Content Performance Analysis, Data-Driven Decision-Making, ChatGPT, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics
中级 · 专项课程 · 1-3 个月

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning
初级 · 课程 · 1-4 周

您将获得的技能: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: 创造力, 负责任的人工智能, 解决问题, 风险管理框架, 人工智能, ChatGPT, 构思, 验证和确认, Prompt Engineering, 生成式人工智能
初级 · 课程 · 1-4 周