Matrix 课程可以帮助您学习线性变换、特征值、矩阵运算以及在 Data Science 和 Machine Learning 中的应用。您可以掌握求解方程组、执行降维和应用矩阵因式分解技术的技能。许多课程都会介绍 MATLAB、NumPy 和 R 等工具,这些工具支持在实际场景中执行复杂计算和数据 Visualization。

您将获得的技能: Prioritization, Negotiation, Conflict Management, Time Management, Stress Management, Communication, Critical Thinking, Problem Solving, Self-Awareness, Emotional Intelligence, Business Priorities, Complex Problem Solving, Communication Strategies, Courage, Professionalism, Creative Problem-Solving, Personal Development, Business Ethics, Empathy, Goal Setting
初级 · 专项课程 · 3-6 个月

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

Sungkyunkwan University
您将获得的技能: 逻辑回归, 模型评估, 线性代数, 分类算法, Scikit Learn(机器学习库), 机器学习, 回归分析, Python 编程, 统计方法, 监督学习, Model Evaluation, 应用机器学习
混合 · 课程 · 1-4 周

您将获得的技能: Tenacity, Persistence, Relationship Building, Personal Attributes, Conflict Management, Self-Awareness, Personal Development, Growth Mindedness, Resilience, Ethical Standards And Conduct, Emotional Intelligence, Professionalism, Self-Discipline, Analytical Skills, Human Development, Psychology, Psychological Evaluations, Psychosocial Assessments, Applied Behavior Analysis, Communication
初级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 深度学习, 卷积神经网络, 线性代数, 机器人, 机器学习算法, 图像分析, 计算机视觉, 人工神经网络
高级设置 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 深度学习, 数学建模, 全球定位系统, 线性代数, 控制系统, 机器人, 估算, 应用数学, 计算机视觉, 机器学习方法
高级设置 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 合作, 集思广益, 认知灵活性, 解决问题, 创造力, 构思, 创造性思维
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning
初级 · 课程 · 1-4 周

您将获得的技能: SQL, Stored Procedure, SAS (Software), Data Integrity, Data Manipulation, Query Languages, Relational Databases, Data Transformation, Performance Tuning, Debugging, Data Management
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: NumPy, 功能工程, 线性代数, 微积分, 统计资料, 无监督学习, Python 编程, Jupyter, 高等数学, 降维, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Unity Engine, Animation and Game Design, Video Game Development, Data Structures, Game Design, Computer Graphics, Trigonometry, Linear Algebra, Advanced Mathematics, Applied Mathematics, Algorithms, General Mathematics
高级设置 · 课程 · 1-4 周

Howard University
您将获得的技能: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation
混合 · 课程 · 1-4 周