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: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Software Development, Web Development
中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 财务分析, 数据驱动的决策制定, 预测建模, 商业分析, 模型评估, 分类算法, 商业风险管理, 数据分析, 预测分析, 微软Excel
初级 · 课程 · 1-3 个月

您将获得的技能: Payment Systems, Debugging
中级 · 课程 · 3-6 个月

您将获得的技能: Wiring Diagram, Electrical Wiring, Electrical Systems, Schematic Diagrams, AutoCAD, Communication Systems, Computer-Aided Design, Engineering Drawings, Verification And Validation, Systems Design, Technical Drawing, Systems Integration, Safety Standards, Building Codes
初级 · 课程 · 1-4 周

您将获得的技能: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Tool Calling, ChatGPT, Responsible AI, Embeddings, AI Enablement, AI Workflows, OpenAI, Generative AI, Python Programming
中级 · 专项课程 · 1-3 个月

University of Minnesota
您将获得的技能: 冲刺回顾, 持续集成, 冲刺计划, Agile 方法论, 积压工作, Scrum(软件开发), 敏捷项目管理, 用户故事, 测试驱动开发(TDD), 敏捷软件开发, 软件开发方法
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Scalability, Data Manipulation, Pandas (Python Package), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Python Programming, Machine Learning Algorithms, NumPy, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Database Design, Power BI, Data Pipelines, Data Management, Microsoft Azure, Real Time Data, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Cost Control, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure
中级 · 专业证书 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Analytics, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

您将获得的技能: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI), User Experience Design, Web Design and Development, Development Environment, Front-End Web Development, Javascript, Web Development, Web Applications, Responsive Web Design, Microsoft Visual Studio, Real Time Data, Data Validation
初级 · 课程 · 1-3 个月

Creo Incubator
您将获得的技能: Executive Presence, Influencing, Oral Expression, Composure, Non-Verbal Communication, Verbal Communication Skills, Communication, Public Speaking, Business Leadership, Adaptability, Professional Development, Personal Attributes, Cognitive flexibility, Active Listening
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
中级 · 课程 · 1-4 周