算法设计课程可以帮助您学习排序算法、图论、动态编程和复杂性分析。您可以培养解决问题、优化代码效率以及理解树和 Hashing Table 等数据结构的技能。许多课程都会介绍 Python、Java 或 C++ 等工具以及实现算法的框架,这些工具可支持人工智能、数据分析和软件开发等任务。
University of Colorado Boulder
您将获得的技能: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Human Computer Interaction, Embedded Software, Control Systems, File Systems, Internet Of Things, User Interface (UI), Embedded Systems
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Open Source Technology, Google Cloud Platform, Machine Learning, Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, AI Personalization, Prompt Engineering, Web Content, Google Cloud Platform, User Experience, Information Architecture, Content Management
初级 · 课程 · 1-4 周

您将获得的技能: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Data Storage, Cloud Storage, Cloud Computing Architecture, System Monitoring, Security Management, NoSQL, Encryption, Scalability
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Service Level, Continuous Integration, Performance Measurement, Performance Metric, Change Management, Design Thinking, Automation, Data-Driven Decision-Making, Prototyping
初级 · 课程 · 1-3 个月

您将获得的技能: Middleware, File Transfer Protocol (FTP), Oracle Databases, Enterprise Architecture, Data Integration, Enterprise Application Management, Integration Testing, Systems Integration, System Testing, Development Testing, Data Import/Export, Functional Testing, Configuration Management, File Management
混合 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Microsoft Azure, ChatGPT, Model Deployment, Embeddings, Application Design, Cloud Applications, Application Deployment, Application Performance Management, Model Evaluation, Semantic Web
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Embeddings, Vector Databases, Retrieval-Augmented Generation, AI Enablement, Semantic Web, Generative AI Agents, Google Cloud Platform, Natural Language Processing, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: AI Security, Security Strategy, Cyber Security Strategy, Responsible AI, Threat Modeling, Security Management, Threat Management, Enterprise Security, Information Systems Security, Security Requirements Analysis, Information Assurance, Security Controls, Personally Identifiable Information, Data Security, Infrastructure Security, Artificial Intelligence, Generative AI, Machine Learning
初级 · 课程 · 1-4 周