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。

Johns Hopkins University
您将获得的技能: 数据科学, 统计假设检验, 分类与回归树 (CART), 数据分析, 统计推理, R 语言程序设计(中文版), 描述性统计, 统计方法, 概率与统计, 回归分析, 统计分析, 预测建模, 数据建模, 机器学习, Rmarkdown, 探索性数据分析, Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Generative AI, LLM Application, Large Language Modeling, Predictive Modeling, Matplotlib, Keras (Neural Network Library), Generative Model Architectures, Deep Learning, ChatGPT, OpenAI, Generative AI Agents, Tensorflow, Seaborn, A/B Testing, Statistical Modeling, Data Visualization, Regression Analysis, Big Data, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Matplotlib, Seaborn, Statistical Modeling, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, AI Personalization, Feature Engineering, NumPy
中级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Machine Learning Methods, Data Processing, Performance Tuning, Regression Analysis
初级 · 课程 · 1-4 周

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

您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods, Exploratory Data Analysis
混合 · 课程 · 1-4 周

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

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

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, Engineering Analysis
中级 · 课程 · 1-4 周

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

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