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。

您将获得的技能: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 空间数据分析, 探索性数据分析, 数据可视化软件, Data Governance, 数据展示, 数据分析, 数据叙事, 数据预处理, 数据伦理, 数据管理, 数据仓库, 仪表板, 数据扫盲, 需求征询, 摘录, 业务指标, 数据可视化, Tableau 软件, 交互式数据可视化, 商业分析
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback
中级 · 课程 · 1-4 周

Khalifa University
您将获得的技能: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, AI Enablement, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 网络分析, 数字化转型, 社交网络分析, 预测建模, 机器学习, 模拟, 社会学, 大数据, 数据分析, 计算思维, 人工智能, 数据科学, 社会科学
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: 机器学习, 生成式人工智能, JSON, 非结构化数据, 大型语言模型, 数据操作, 模型评估, 实时数据, Python 程序设计, OpenAI, 数据预处理, OpenAI 应用程序接口, 性能指标
中级 · 指导项目 · 不超过 2 小时

Icahn School of Medicine at Mount Sinai
您将获得的技能: 数据处理, 生物学, 机器学习算法, 生物信息学, 系统工程, Unix 命令, 无监督学习, Linux 命令, 生物统计学, 统计方法
中级 · 课程 · 1-3 个月

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

您将获得的技能: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization
中级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: 数据结构, 版本控制, 用户体验设计, 安卓开发, Android Studio, React Native, Javascript, 可用性测试, Kotlin, Git(版本控制系统), Unix 命令, Jest(JavaScript 测试框架), 交互设计, 角色(用户体验), 移动开发, GitHub, 还原式 API, 用户界面(UI), Android Jetpack, 用户研究
攻读学位
初级 · 专业证书 · 3-6 个月