计算理论课程通常教授形式语言、自动机理论、可计算性和复杂性课程。您可以培养算法设计、解决问题和理解计算极限方面的技能。许多课程都会介绍图灵机和状态图等工具,这些工具有助于说明概念和分析计算问题。您还将探索 P vs NP、可判定性和算法在人工智能中的作用等关键主题,提高您应对复杂计算挑战的能力。

Coursera
您将获得的技能: 持续部署, 负责任的人工智能, 代码审查, Google 云端平台, 调试, 应用程序开发, Google 双子座, 软件开发工具, 应用程序部署, Prompt Engineering, 生成式人工智能
中级 · 课程 · 1-4 周

Saïd Business School, University of Oxford
您将获得的技能: Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Business Reporting, Financial Reporting, Corporate Sustainability, Sustainable Business, Enterprise Risk Management (ERM), Business Ethics, Compliance Reporting, Risk Management, Corporate Strategy, Data Strategy, Stakeholder Management, Financial Analysis, Stakeholder Communications, Ethical Standards And Conduct, Performance Analysis, Value Propositions, Regulatory Requirements, Innovation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Spring Boot, Database Design, Object-Relational Mapping, Database Application, Data Modeling, Java Platform Enterprise Edition (J2EE), Embedded Software, Database Architecture and Administration, Technical Documentation, Requirements Analysis
初级 · 指导项目 · 不超过 2 小时

KodeKloud
您将获得的技能: Ansible, YAML, IT Automation, Infrastructure as Code (IaC), Devops Tools, Shell Script, Configuration Management, Virtual Machines
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Game Theory, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Probability, Applied Mathematics, Critical Thinking, General Mathematics, Statistical Analysis
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Machine Learning, Applied Machine Learning, Predictive Modeling
初级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 负责任的人工智能, 持续监测, 道德标准与行为, 风险缓解, 运行分析, MLOps(机器学习 Operator), 性能指标, 数据伦理, AI 赋能, 机器学习, 模型评估, 性能调整, 应用机器学习, 模型部署, 系统集成, 利益攸关方沟通, 企业战略, AI 产品战略, 业务运营, 数据维护
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning
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高级设置 · 课程 · 1-4 周

您将获得的技能: Open Source Technology, Package and Software Management, Web Development, Linux, Shell Script, Database Design, Ubuntu, Relational Databases, Web Development Tools, Unix Shell, Test Driven Development (TDD), Python Programming, Linux Administration, Databases, Object Oriented Programming (OOP), Full-Stack Web Development, Scripting Languages, Computer Programming, Javascript, Database Management
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初级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Data Visualization, NumPy, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Artificial Intelligence, Machine Learning
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Milestones (Project Management), Goal Setting, Timelines, Project Management Software, Delegation Skills, Project Planning, Project Coordination, Databases, Project Management, Coordinating, Collaborative Software, Team Building, Prioritization
初级 · 指导项目 · 不超过 2 小时