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。

Universitat Autònoma de Barcelona
您将获得的技能: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives, Problem Solving
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination
中级 · 课程 · 1-4 周

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

Meta
您将获得的技能: 数据结构, 用户界面(UI), Git(版本控制系统), 苹果 Xcode, Unix 命令, 版本控制, 交互设计, 还原式 API, Javascript, GitHub, 可用性测试, Swift 编程, 用户研究, Jest(JavaScript 测试框架), 核心数据(软件), 移动开发, React Native, iOS 开发, 苹果 iOS, 角色(用户体验)
攻读学位
初级 · 专业证书 · 3-6 个月

Imperial College London
您将获得的技能: 传染病, 环境、健康和安全, 流行病学, 医疗保健伦理, 健康的社会决定因素, 微生物学, 公共卫生与疾病预防, 健康评估, 健康差异, 环境卫生, 行为经济学, 应用行为分析, 健康教育, 情报收集与分析, 健康促进, 公共卫生, 卫生政策, 计划评估, 预防保健, 健康公平
初级 · 专项课程 · 3-6 个月

您将获得的技能: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot
中级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming
高级设置 · 课程 · 1-4 周

Universidad Nacional de Colombia
您将获得的技能: Mathematical Modeling, Machine Learning, Applied Mathematics, System Design and Implementation, Software Development Tools, Programming Principles, Logical Reasoning, Arithmetic, Algorithms
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月
Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: 同行评审, 竞争分析, 组织战略, 留住客户, 增长战略, 战略思维, 管理咨询, 组织变革, 撰写报告, 分析, 组织效能, 兼并与收购, 产品战略, 组织结构, 商业研究, 企业战略, 业务咨询, 博弈论, 战略决策, 战略伙伴关系
中级 · 专项课程 · 3-6 个月

您将获得的技能: Architectural Drawing, AutoCAD, Technical Drawing, Computer-Aided Design, Drafting and Engineering Design, Architectural Design, Building Design
初级 · 课程 · 1-4 周