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 California, Irvine
您将获得的技能: 风险管理, 传播规划, 项目管理, 项目规划, 同行评审, 项目绩效, 变更控制, 规划, 风险分析, 工作分解结构, 制定计划, 项目时间表, 预算, 成本估算, 里程碑(项目管理), 项目实施, 时间表, 质量管理, 项目风险管理, 估算
初级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
混合 · 课程 · 1-3 个月

ISAE-SUPAERO
您将获得的技能: 危害分析, 物理科学, 数学建模, 机械, 能源与公用事业, 工程计算, 工程分析, 工程学, 风险控制, 测量系统, 控制系统, 物理学, 应用数学, 模拟, 振动, 热管理
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: AI Product Strategy, Sprint Retrospectives, Backlogs, Agile Product Development, Agile Software Development, Stakeholder Communications, Agile Methodology, Responsible AI, Generative AI, Kanban Principles, Product Roadmaps, Virtual Teams, Information Technology, Agile Project Management, Computer Hardware, Product Strategy, Product Management, ChatGPT, Stakeholder Management, Sprint Planning
初级 · 专业证书 · 3-6 个月

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
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Responsible AI, Prompt Patterns, ChatGPT, Generative AI, Digital Advertising, Online Advertising, Email Marketing, Digital Marketing, Search Engine Optimization, Marketing Automation, AI Personalization, Marketing Analytics, Advertising Campaigns, Marketing Strategies, Content Creation, Web Analytics and SEO, Search Engine Marketing, Prototyping, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 信息隐私, 数据伦理, 数据综合, 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 无监督学习, PyTorch(机器学习库), 图像分析, 负责任的人工智能
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 调试, 机器学习算法, Model Based Systems Engineering(基于模型的系统工程, 数据分析, 嵌入式系统, 物联网, 新产品开发, 大数据, 计算机工程, 网络安全, 数据预处理, 故障分析, 产品开发, 嵌入式软件, 通用网络, 无线网络, IBM 云, 实时操作系统, 分析, 文件系统
攻读学位
中级 · 专项课程 · 3-6 个月

Universitat Politècnica de València
您将获得的技能: Taxonomy, Deductive Reasoning, Applied Mathematics
初级 · 课程 · 1-4 周