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。

École Polytechnique
您将获得的技能: 应用数学, 物理学, 新兴技术, 工程学, 电磁学, 密码学, 实验, 实验室研究
混合 · 课程 · 1-3 个月
University of Toronto
您将获得的技能: 集成开发环境, 数据结构, 开发环境, 文件输入/输出, 编程原则, 软件文档, 计算机编程, 调试, Algorithm, Python 程序设计, 计划发展
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Model Evaluation, Applied Machine Learning, AI Personalization, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Data Mining, Regression Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 创造力, 临床评估, 数字教学法, 技术战略, 病人教育与咨询, 学习风格, 教学, 学习理论, 健康教育, 教学设计, 成人学习原则
中级 · 课程 · 1-3 个月

您将获得的技能: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
中级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives, Problem Solving
初级 · 课程 · 1-3 个月
National Taiwan University
您将获得的技能: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
初级 · 课程 · 1-3 个月

Case Western Reserve University
您将获得的技能: 国际关系, 公共安全与国家安全, 互动学习, 法律, 判例法, 案例研究, 法律诉讼, 道德标准与行为, 法律战略, 诉讼与民事司法, 法律听证会, 刑事调查与法医学
混合 · 课程 · 1-3 个月

您将获得的技能: Cloud Security, DevSecOps, Security Controls, Security Information and Event Management (SIEM), AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Cyber Security Assessment, Identity and Access Management, Cyber Security Policies, Cloud Computing, Vulnerability Management, Continuous Monitoring, Network Security, NIST 800-53, Authorization (Computing), Threat Detection, Auditing, Encryption
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Generative AI, Large Language Modeling, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, Data Ethics, AI Personalization, Predictive Analytics, Precision Medicine, Health Informatics
混合 · 课程 · 1-4 周