机器学习线性代数》课程可以帮助您学习 Matrix 运算、向量空间、特征值和线性变换。您可以掌握解方程组、降维和理解数据表示的技能。许多课程都会介绍 NumPy 和 MATLAB 等工具,这些工具支持在 AI 和机器学习项目中高效地实施算法和执行计算。

MathWorks
您将获得的技能: 统计机器学习, 功能工程, 机器学习方法, 数据预处理, Matlab, 预测建模, 模型优化, 数据验证, 回归分析, 机器学习, 监督学习, 分类算法, Model Evaluation, 模型培训, 模型评估, 应用机器学习, Data Validation
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 统计分析, 统计机器学习, 深度学习, 预测建模, 无监督学习, 统计建模, 数据预处理, 时间序列分析和预测, Model Evaluation, 降维, 数据转换, 预测, 模型评估, 统计方法, 应用机器学习
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Data-Driven Decision-Making, Statistical Analysis, Analytics, Scatter Plots, SPSS (Software), Statistical Methods, Credit Risk, Statistics, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Model Training, Predictive Modeling, Supervised Learning, Statistical Modeling, Data Analysis, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Machine Learning Methods, Statistical Analysis, Data Preprocessing, Verification And Validation
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Methods, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Data Science, Correlation Analysis, Data Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 统计分析, Algorithm, 验证和确认, 负责任的人工智能, 数据预处理, 数据质量, 机器学习, 算法, 机器学习算法, 功能工程, 线性代数, 计算机编程, Model Evaluation, 数据验证, 模型培训, 数据转换, 数据清理, 模型评估, Python 编程, 应用机器学习, Data Validation
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 回归分析, 决策树学习, 机器学习方法, 预测建模, 无监督学习, 机器学习, 数据预处理, 机器学习算法, 逻辑回归, 监督学习, 分类算法, 模型优化, 功能工程, 异常检测, Model Evaluation, 模型培训, 模型评估, 应用机器学习, 模型部署
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Pandas(Python 软件包), 深度学习, 数据科学, 数值分析, 机器学习方法, 计算机编程, 编程原则, 机器学习算法, 机器学习, 模型优化, 统计可视化, NumPy, 人工神经网络, 线性代数, 透视表和图表, 自然语言处理, 数据操作, Python 编程, 应用机器学习, Matplotlib
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra
中级 · 课程 · 1-3 个月