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。

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Planning And Design, Network Performance Management, Network Monitoring, Firewall, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Network Routing, Virtual Private Networks (VPN)
中级 · 专业证书 · 3-6 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

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

Duke University
您将获得的技能: Large Language Modeling, Generative AI, Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Science
初级 · 指导项目 · 不超过 2 小时

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

您将获得的技能: Prompt Engineering, 拥抱的脸, 大型语言模型, 生成式人工智能, 嵌入, LLM 申请, PyTorch(机器学习库), 自然语言处理, 检索-增强生成
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Generative AI, Financial Trading, Market Data, Portfolio Management, Technical Analysis, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management
初级 · 课程 · 1-4 周

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