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。

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: Supervised Learning, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Predictive Modeling, Flask (Web Framework), Python Programming, Deep Learning, PyTorch (Machine Learning Library), Programming Principles, Web Applications
初级 · 专项课程 · 3-6 个月

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

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

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: 电子系统, 电气系统, 电气工程, 工程计算, 工程分析, 电子产品, 示意图, 基本电气系统, 物理学, 电子元件
混合 · 课程 · 1-3 个月

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

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

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

Georgia Institute of Technology
您将获得的技能: 电力电子, 数学建模, 绘图(图形), 电气工程, 工程分析, 工程计算, 电子产品, 基本电气系统, 电力, 验证和确认, 电子元件
中级 · 课程 · 1-3 个月