线性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。您可以掌握解方程组、执行降维以及将概念应用于数据分析和机器学习的技能。许多课程都会介绍 MATLAB、NumPy 等 Python 库和计算数学软件等工具,这些工具支持在各种应用(包括人工智能和 AI 驱动模型)中实现算法和 Data Visualization。

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
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中级 · 课程 · 1-3 个月

Università Bocconi
您将获得的技能: 相关性分析, 数据驱动的决策制定, 战略决策, A/B 测试, 机器学习, 业务指标, 统计分析, 数据分析, 大数据, 创新, 案例研究, 概率, 回归分析
混合 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 分类算法, 决策树学习, 机器学习算法, 数据预处理, 模型评估, 机器学习, 分析, Scikit-learn (机器学习库), 数据分析, 应用机器学习, 预测建模, 预测分析, 功能工程, 监督学习, 逻辑回归, 分类与回归树 (CART)
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Search Engine Optimization, Content Management, Web Content, Web Design, Information Architecture, Web Design and Development, Goal Setting, Project Implementation, Project Closure
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
中级 · 课程 · 1-3 个月

您将获得的技能: Integral Calculus, Calculus, Advanced Mathematics, Mechanics, Applied Mathematics, Mathematical Theory & Analysis, electromagnetics, Derivatives, Physics
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Agentic systems, Mathematical Modeling, Systems Design, Theoretical Computer Science, Machine Controls, Computational Logic, Verification And Validation, System Requirements, System Design and Implementation, Engineering Analysis, Software Systems, Simulations, Automation Engineering, Automation, Mechanics, Diagram Design, Systems Analysis, Safety Assurance, Control Systems, Linear Algebra
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Adobe XD, Prototyping, User Experience Design, Usability Testing, UI/UX Research, Figma (Design Software), User Experience, Presentations, Responsive Web Design, Information Architecture, User Story, Storyboarding, User Research, Design, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Web Design, User Centered Design, Data Ethics
初级 · 专业证书 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数学建模, 微积分, 应用数学, 衍生产品, 代数, 几何学, 三角法
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数学建模, 制图, 应用数学, 代数, 几何学, 测量系统, 三角法
初级 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数学建模, 相关性分析, 统计, 应用数学, 分析技能, 测量系统, 回归分析, 数据分析
初级 · 课程 · 1-4 周