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: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Productivity, AI Personalization, AI Enablement, OpenAI, Artificial Intelligence, Large Language Modeling, Anthropic Claude, Expense Management, Productivity Software, Creativity, Verification And Validation, Communication, Planning, Marketing
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据操作, Matplotlib, 分类算法, 机器学习算法, Scikit-learn (机器学习库), 数据预处理, Pandas(Python 软件包), 无监督学习, 数据展示, 数据可视化软件, Excel 宏, 机器学习, 模型评估, 预测建模, Tableau 软件, Python 程序设计, Jupyter, 数据可视化, 数据扫盲, 探索性数据分析
攻读学位
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

您将获得的技能: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
初级 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, AI Enablement, Artificial Intelligence, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Machine Learning, Stakeholder Engagement, Context Management, Decision Making
中级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: 云 Native 计算, MLOps(机器学习 Operator), 云部署, CI/CD, 云基础设施, 持续交付, Google 云端平台, 机器学习, 云平台, 云存储, 云计算, 技术文档, 分布式计算, 技术交流, 云应用, 应用机器学习, 敏捷软件开发, 软件工程, Devops, 云 API
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, Data Storytelling, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Business Strategy, Machine Learning, Context Management
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据预处理, MLOps(机器学习 Operator), Google 云端平台, 云部署, 数据转换, 机器学习, 模型部署, 数据管道, 功能工程, Python 程序设计, 张力流, 人工神经网络, 模型评估, 深度学习, Keras(神经网络库)
中级 · 课程 · 1-3 个月

Politecnico di Milano
您将获得的技能: 负责任的人工智能, 社会影响, 机器学习算法, 法律技术, 云平台, 降维, 强化学习, 机器学习, 知识产权, 无监督学习, 法律风险, AI 赋能, 分类学, Machine Learning 方法, 社会学, 监督学习, 人工智能, 一般数据保护条例》(GDPR), 个人身份信息, AI 安全
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Governance, Data-Driven Decision-Making, AI Product Strategy, Legal Technology, Data Management, Business Process Automation, Technology Strategies, Business Leadership, Business Transformation, Generative AI, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Customer Service, Machine Learning
初级 · 课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据处理, 机器学习算法, 分类算法, MLOps(机器学习 Operator), 网页抓取, 数据可视化软件, 数据操作, 模型部署, 机器学习, Flask(网络框架), 预测分析, 预测建模, 模型评估, 功能工程, 应用机器学习, 设计思维, Python 程序设计, 数据可视化, Data Validation, 监督学习
中级 · 专项课程 · 3-6 个月