Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 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: Matplotlib, NumPy, Pandas (Python Package), Model Evaluation, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Manipulation, Machine Learning, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Supervised Learning, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization Software, Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Data Collection, Data Analysis, Data Manipulation, Data Import/Export, Regression Analysis, Data Preprocessing, Software Installation
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Probability & Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Tensorflow, Classification Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

The University of Sydney
您将获得的技能: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Probability, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics, Statistical Methods, Vector Databases, Engineering Analysis, Computational Logic
中级 · 课程 · 1-4 周

Georgia Institute of Technology
您将获得的技能: 物理学, 工程分析, 工程计算, 基本电气系统, 示意图, 电气系统, 电子产品, 电子元件, 电气工程, 电子系统
混合 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 算术, 高等数学, 工程分析, 工程计算, 线性代数, 普通数学, 代数, 应用数学, 计算逻辑
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计分析, 机器学习算法, 监督学习, 机器学习, 预测建模, 无监督学习, 分类算法, 数据科学, R 程序设计, 回归分析, Model Evaluation, 统计建模, 统计方法, 模型评估
攻读学位
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 运筹学, 图论, 线性代数, 组合学, 数学建模, 理论计算机科学, Python 编程, 计算思维, 算法, Algorithm
攻读学位
高级设置 · 课程 · 1-4 周