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。

Birla Institute of Technology & Science, Pilani
您将获得的技能: Physics, Mechanics, Engineering, Applied Mathematics, Vibrations, Physical Science, Engineering Analysis, Trigonometry, electromagnetics, Experimentation, Mathematical Theory & Analysis, Problem Solving, Science and Research, Analytical Skills, Computer Science, Critical Thinking and Problem Solving, Logical Reasoning, Research, Software Development, Critical Thinking
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 集装箱化, 命令行界面, 云计算, 应用程序部署, 拥抱的脸, 测试案例, 生成式人工智能, 大型语言模型, 无服务器计算, 数据管道, 计算机编程, Docker (软件), LLM 申请, 詹金斯, 自然语言处理, 拉斯特(编程语言), CI/CD, 还原式 API, 亚马逊网络服务, Devops
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Generative Model Architectures, Applied Machine Learning, Artificial Neural Networks, Embeddings
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Advanced Analytics, Artificial Intelligence, Deep Learning, Data Processing, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Agentic systems, Responsible AI, Compliance Management, Governance, Regulatory Compliance, Artificial Intelligence, Risk Analysis, Case Studies, Business Ethics, Ethical Standards And Conduct, Risk Management, Accountability, Regulatory Requirements
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, MLOps(机器学习 Operator), 拥抱的脸, 大型语言模型, 生成式人工智能, 自然语言处理, 云部署, PyTorch(机器学习库), LLM 申请, CI/CD, 拉斯特(编程语言), 应用机器学习, AWS SageMaker, 模型部署, 基础设施即代码(IaC), Devops
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Sales Strategy, Sales Presentation, Sales Enablement, Sales Training, Sales Pipelines, Sales Management, Lead Generation, Sales Prospecting, LinkedIn, B2B Sales, Prospecting and Qualification, Responsible AI, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Marketing Collateral
中级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Python 程序设计, Prompt Engineering, 应用编程接口 (API), 拥抱的脸, 机器学习, 大型语言模型, 生成式人工智能, Microsoft Copilot, OpenAI 应用程序接口, ChatGPT, 检索-增强生成, 负责任的人工智能, OpenAI
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

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

University of Washington
您将获得的技能: Python 程序设计, 数据流, 数据伦理, 数据分析, 统计可视化, 大数据, 模型评估, 数据库, 数据可视化软件, 数据库系统, 数据叙事, 统计机器学习, 预测分析, SQL, 关系数据库, R 语言程序设计(中文版), 功能工程, 无监督学习, 预测建模, 监督学习
中级 · 专项课程 · 3-6 个月