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。

Johns Hopkins University
您将获得的技能: 概率与统计, 概率分布, 应用数学, 统计分析, 统计建模, R 语言程序设计(中文版), 线性代数, 回归分析, 数学建模, 统计推理, 数据科学
高级设置 · 课程 · 1-4 周

Icahn School of Medicine at Mount Sinai
您将获得的技能: 还原式 API, 生物信息学, 大数据, 数据分析, 数据整合, 无监督学习, 机器学习, 元数据管理, 应用编程接口 (API), 交互式数据可视化, 数据处理, 监督学习
中级 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 大型语言模型, Prompt Engineering, 生成式人工智能, LLM 申请, Google 双子座
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard, Data Storytelling, Marketing Budgets, Heat Maps, Looker (Software), Process Mapping, Customer Retention, SQL, Data Visualization, Marketing Analytics, Customer Insights, Tableau Software, Statistical Analysis, Predictive Analytics, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, R Programming, Python Programming
中级 · 专项课程 · 3-6 个月

LearnKartS
您将获得的技能: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Cloud API, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), OAuth, Cloud Storage, Application Programming Interface (API), Threat Modeling, Data Encryption Standard
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API
初级 · 课程 · 1-4 周

您将获得的技能: Serverless Computing, API Gateway, Extensible Markup Language (XML), JSON, Amazon Web Services, Cloud Deployment, Cloud Development, Application Programming Interface (API), Cloud Applications, Restful API, Data Processing, Data Transformation
初级 · 课程 · 1-4 周

您将获得的技能: Resilience, Collaboration, Teamwork, Self-Awareness, Community Development, Mentorship, Active Listening
初级 · 课程 · 1-4 周

Lund University
您将获得的技能: 业务建模, 多媒体, 适应气候变化, 创新, 社会经济学, 环境, 水资源的可持续性, 案例研究, 可持续技术, 可持续设计, 可持续商业, 管理, 环境科学, 社会影响, 系统思考, 环境问题, 减缓气候变化, 水资源, 可持续发展, 社区发展
初级 · 专项课程 · 3-6 个月
您将获得的技能: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: HTML and CSS, Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Design and Development, Cascading Style Sheets (CSS), Web Applications, User Interface (UI), Front-End Web Development, User Interface (UI) Design, UI Components, Web Development Tools
初级 · 专项课程 · 1-3 个月