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: Image Analysis, Cloud API, Google Cloud Platform, Applied Machine Learning, Computer Vision, Application Programming Interface (API), Machine Learning
中级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Model Evaluation, Business Ethics, MLOps (Machine Learning Operations), Accountability, Mitigation, Data Quality
中级 · 课程 · 1-4 周

L&T EduTech
您将获得的技能: Python 程序设计, 机器学习, 集成开发环境, 自动化, 机器学习算法, 物联网, 实时数据, 计算机视觉, 深度学习, 嵌入式系统, 人工智能, 嵌入式软件, 土木工程, 无线网络, 计算机编程工具, 数字化转型, 应用机器学习, 外围设备, 无监督学习, 图像分析
中级 · 专项课程 · 3-6 个月

California Institute of the Arts
您将获得的技能: 设计师, 创造力, 排版, 色彩理论, 布局设计, 平面设计, 数字设计, 图像质量, 照片编辑, 图形和视觉设计软件, 徽标设计, 设计元素和原则
初级 · 课程 · 1-3 个月

Saïd Business School, University of Oxford
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Responsible AI, OpenAI, Artificial Neural Networks, AI Security, Data Ethics, Governance, Artificial Intelligence, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Compliance Management, AI Product Strategy, Business Ethics, Risk Management, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: AI Personalization, Amazon Web Services, Amazon S3, Model Deployment, Predictive Modeling, Applied Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Transfer Learning, Vision Transformer (ViT), Deep Learning, Unsupervised Learning, Embeddings, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Model Deployment, Flask (Web Framework)
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Artificial Intelligence, AI Enablement, Amazon Web Services, Machine Learning, Business Solutions, Infrastructure Security, Compliance Management, Model Evaluation, Governance
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, Integration Testing, User Feedback
初级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 数据分析, 数据收集, 分类算法, 数据伦理, 数据预处理, 监管合规, 卷积神经网络, 模型评估, 商业道德, 回归分析, 设定目标, AI 工作流程, 学习策略, 生产率, 测试计划, 随机森林算法, 决策树学习, 无监督学习, 负责任的人工智能, 递归神经网络 (RNN)
中级 · 专业证书 · 3-6 个月

您将获得的技能: Tenacity, Persistence, Personal Attributes, Personal Development, Self-Awareness, Case Studies, Emotional Intelligence, Growth Mindedness, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Goal Setting
混合 · 课程 · 1-4 周