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。

Simplilearn
您将获得的技能: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Process Improvement, Process Capability, Quality Management, Project Management, Root Cause Analysis, Customer Analysis, Regression Analysis
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Algorithm, 数据结构, 线性代数, 计算思维, 数据加密标准, 密码学, 计算机科学, 公钥加密标准(PKCS), 理论计算机科学, 编程原则, IBM 云, 算术, Encryption
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高级设置 · 课程 · 1-4 周

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Probability Distribution, Linear Algebra, Classification Algorithms, Regression Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning Algorithms, Decision Tree Learning, Data Analysis, Deep Learning, Logistic Regression, Artificial Neural Networks
初级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 统计建模, 数学建模, 贝叶斯统计, 时间序列分析和预测, R 语言程序设计(中文版), 统计推理, R(软件), 回归分析, 数据分析, 预测, 概率分布
中级 · 课程 · 1-3 个月

您将获得的技能: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Statistical Analysis, Simulations, Regression Analysis, Jupyter, Python Programming, Programming Principles, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation
中级 · 课程 · 3-6 个月

École normale supérieure
您将获得的技能: 数学建模, Algorithm, 组合学, 计算思维, 概率, 理论计算机科学, 图论
混合 · 课程 · 1-3 个月

您将获得的技能: Process Mapping, Root Cause Analysis, Lean Six Sigma, Lean Methodologies, Correlation Analysis, Process Improvement, Process Analysis, Regression Analysis, Statistical Process Controls, Continuous Improvement Process, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Process Optimization, Quality Improvement, Risk Management, Quality Management, Statistical Analysis, Quality Control, Process Capability
初级 · 专项课程 · 3-6 个月

Universitat Politècnica de València
您将获得的技能: Linear Algebra, Algebra, General Mathematics, Applied Mathematics
中级 · 课程 · 1-4 周

University of Cape Town
您将获得的技能: 定量研究, 数据扫盲, 统计可视化, 统计分析, 机器学习, 统计编程, 深度学习, 绘图(图形), 统计假设检验, 生物统计学, 描述性统计, 数据操作, 回归分析
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
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中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
初级 · 专项课程 · 1-3 个月