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。

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

Tecnológico de Monterrey
您将获得的技能: Graphing, Integral Calculus, Systems Of Measurement, Physics, Calculus, Mechanics, Arithmetic, Physical Science, Algebra, Derivatives
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计假设检验, 描述性统计, 相关性分析, 回归分析, 撰写报告, 同行评审, 创建调查, 分析, 数据扫盲, 概率, 数据分析, 统计, 逻辑回归, 研究, 数据可视化, 研究设计, 抽样(统计), 概率分布, 定量研究
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Angular, 电气工程, 微积分, 物理科学, 数值分析, 应用数学, 模拟, 数学建模, 物理学, 微分方程, 高等数学, 工程分析, 线性代数
攻读学位
中级 · 专项课程 · 1-3 个月

Northwestern University
您将获得的技能: 微积分, Algorithm, 应用数学, 模拟和模拟软件, 数学建模, 机器人, 扭矩(物理学), 控制系统, 振动, 机械工程, 线性代数
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics
中级 · 课程 · 1-3 个月

Lund University
您将获得的技能: 电气工程, 半导体, 实验室设备, 工程学, 模拟和模拟软件, 新兴技术, 物理学, 电磁学, 放射治疗, 医疗设备, 材料科学
中级 · 课程 · 1-3 个月

您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Algorithms, Software Testing, Java, Computer Programming, Software Development, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design
初级 · 专业证书 · 3-6 个月

Universidade de São Paulo
您将获得的技能: Econometrics, Statistical Inference, Regression Analysis, Statistical Hypothesis Testing, Economics, Statistical Analysis, Correlation Analysis, Mathematical Modeling, Time Series Analysis and Forecasting, Model Evaluation
中级 · 课程 · 1-3 个月