Matrix 代数课程可以帮助您学习 Vector 空间、矩阵运算、特征值和线性变换。您可以培养求解方程组、执行矩阵因式分解以及将这些概念应用于数据分析和机器学习的技能。许多课程介绍了用于计算任务的 MATLAB、NumPy 等 Python 库和 R 等工具,展示了人工智能和统计学等领域如何利用这些技能。

DeepLearning.AI
您将获得的技能: 自然语言处理, Keras(神经网络库), 模型评估, 迁移学习, 嵌入, 应用机器学习, PyTorch(机器学习库), 递归神经网络 (RNN), Transfer Learning, Model Evaluation
中级 · 课程 · 1-4 周

Kennesaw State University
您将获得的技能: Product Improvement, Product Lifecycle Management, Product Strategy, Innovation, Product Management, Consumer Behaviour, Market Research, Customer Insights, Market Opportunities, Product Marketing, Growth Strategies, Brand Strategy, Target Market, Customer Analysis, Case Studies
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Correlation Analysis, Research Design, Regression Analysis, Statistical Methods, Statistical Hypothesis Testing, Analysis, Statistical Inference, Statistical Analysis, Data Literacy, Quantitative Research, Descriptive Statistics, Probability & Statistics, Sampling (Statistics), Probability Distribution
攻读学位
初级 · 课程 · 3-6 个月

Northwestern University
您将获得的技能: 数学建模, 可视化(计算机制图), 计算机视觉, 图像分析, 应用数学, 数字信号处理, 色彩理论, Matlab
混合 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Unit Testing, Angular, Software Testing, Frontend Performance, Software Architecture, Software Design, Application Programming Interface (API), Restful API, Performance Tuning, Authentications, Authorization (Computing), Scalability, TypeScript
中级 · 课程 · 1-4 周

Pragmatic AI Labs
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 团队建设, 人员发展, 领导力培养, 人员管理, 领导能力, 员工参与, 组织战略, 企业领导力, 人力资源战略, 团队管理, 领导与管理, 组织效力, 组织领导力, 品牌管理, 打造品牌, 多样性与包容性, 战略思考, 跨文化能力, 团队领导, 组织结构
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Cloud Applications, Serverless Computing, Google Cloud Platform, Identity and Access Management, Cloud API, Application Deployment, Containerization, Authentications, Application Development, Software Testing, Scalability
初级 · 课程 · 1-3 个月

您将获得的技能: Business Logic, User Interface (UI) Design, ASP.NET, Software Development Life Cycle, Back-End Web Development, Application Development, Application Deployment, .NET Framework, Application Design, Debugging, Web Applications, Full-Stack Web Development, Software Testing, Requirements Analysis, Front-End Web Development, Systems Analysis, Authentications, Data Validation, Database Design
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Java, 软件测试, 测试自动化, 面向对象编程(OOP), 集成测试, 安卓工作室, Java 编程, 测试驱动开发(TDD), 开发测试, 文件输入/输出, Git(版本控制系统), 安卓开发, 可维护性, 软件工程, JUnit, 可测试性, 应用安全, 单元测试, 移动开发, 软件设计模式
初级 · 专项课程 · 3-6 个月

Coursera
初级 · 课程 · 1-4 周

您将获得的技能: Jira (Software), Responsible AI, Agile Methodology, Issue Tracking, Agile Project Management, Continuous Improvement Process, Workflow Management, Model Evaluation, Product Roadmaps, Test Case, AI Enablement, Verification And Validation, Automation, AI Personalization, Generative AI, Generative AI Agents, Software Testing, Configuration Management, Project Portfolio Management, Dashboard
初级 · 专业证书 · 3-6 个月