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: Course Development, Learning Management Systems, Information Architecture, Content Management, Design
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Multi-Cloud, Data Architecture, Data Flow Diagrams (DFDs), Multi-Tenant Cloud Environments, Dataflow, Data Management, Regulatory Compliance, Information Architecture, Data Infrastructure, AI Enablement, Data Integration, Data Strategy, Data Science, Strategic Planning
中级 · 课程 · 1-4 周

Erasmus University Rotterdam
您将获得的技能: Analysis, Data Analysis, Statistical Reporting, Analytical Skills, Exploratory Data Analysis, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, R (Software), R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Scatter Plots, Statistical Hypothesis Testing, Data Collection
初级 · 课程 · 1-3 个月

您将获得的技能: Algorithms, Technical Communication, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Data Structures, Problem Management, Mathematical Modeling, Applied Mathematics, Computer Science, Performance Tuning
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Computer Graphics, Machine Learning Methods, Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Linear Algebra, Feature Engineering, Digital Signal Processing
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初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Matplotlib, 回归分析, 趋势分析, Python 程序设计, 预测, 时间序列分析和预测, 机器学习, 统计建模, 供应链管理, 相关性分析, 预测建模, 客户需求规划, 数据可视化, Pandas(Python 软件包), 数据分析
中级 · 课程 · 1-4 周

Splunk Inc.
您将获得的技能: 数据科学, 商业分析, 事务处理, 数据操作, 数据建模, 大数据, 数据分析, Splunk, 性能调整, 相关性分析, 数据可视化
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Linear Algebra
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中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 回归分析, 分类算法, 线性代数, 监督学习, 机器学习, 模型评估, 统计建模, 无监督学习, 性能调整, 机器学习算法, 预测建模
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 模型部署, 生成式人工智能, 大型语言模型, 迁移学习, 拥抱的脸, 性能调整
初级 · 项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
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初级 · 课程 · 1-4 周

Howard University
您将获得的技能: Regression Analysis, Correlation Analysis, Financial Modeling, Spreadsheet Software, Business Analysis, Business Modeling, Business Analytics, Microsoft Excel, Data Modeling, Statistical Analysis, Analysis, Forecasting, Risk Analysis, Data Analysis, Product Assortment, Complex Problem Solving, Predictive Modeling, Business Process, Process Optimization, Business Strategy
中级 · 专项课程 · 1-3 个月