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: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
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中级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, Analytics, Artificial Intelligence, AI Enablement, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, AI Security, Responsible AI, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 机器学习, Data Governance, 信息隐私, 个人身份信息, 数据伦理, 数据完整性, 人工智能, 数据安全, 预测建模, 脆弱性评估, 负责任的人工智能, AI 安全
中级 · 课程 · 1-4 周

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

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Generative AI Agents, Agentic systems, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Video Game Development, Animation and Game Design, Generative AI, Game Theory, Design, Design and Product
中级 · 课程 · 1-3 个月
University of Virginia
您将获得的技能: 商业分析, 持续交付, 用户故事, 客户分析, 团队建设, 敏捷项目管理, Agile 方法论, 冲刺计划, 同行评审, 可用性测试, 设计思维, 角色开发, 产品开发, 敏捷软件开发, 敏捷产品开发, 团队管理, 分析, 产品测试, 角色(用户体验), 团队绩效管理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Agentic systems, Human Computer Interaction, Interaction Design, User Experience Design, User Experience, Responsible AI, AI Product Strategy, Design Strategies, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Machine Learning, Technology Strategies, Emerging Technologies
中级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
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初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Data Governance, 机器学习, AWS 身份和访问管理 (IAM), 数据科学, 数据处理, 数据转换, 数据存储, 数据基础设施, 数据管理, Data Management, Query 语言, 数据仓库, 数据架构, 数据工程, 数据可视化, 亚马逊 S3, 数据导入/导出, 数据湖, 亚马逊网络服务
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Data Loss Prevention, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Safety and Security, Machine Learning, Artificial Intelligence, Interoperability, Data Governance, Model Evaluation, Model Deployment, Ethical Standards And Conduct, Encryption, Human Centered Design
中级 · 专项课程 · 3-6 个月