Regression 分析课程可以帮助您学习统计建模、假设检验和数据分析。您可以培养理解变量之间的关系、进行预测和评估模型准确性的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具常用于执行回归分析和数据趋势可视化。
University of Michigan
您将获得的技能: 数据可视化, 统计分析, 分析, 统计资料, 统计建模, Python 编程, 数据分析, 统计方法, 数据整理, R 程序设计, 相关性分析, Matplotlib, 统计推理, 回归分析, 统计假设检验, Pandas(Python 软件包), 数据预处理, 数据清理, 数据处理, 绘图(图形)
★ 4.4 (204) · 中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计分析, 数据伦理, 统计建模, 数据科学, 数据分析, 统计方法, R 程序设计, 相关性分析, 统计推理, 实验, A/B 测试, 回归分析, 统计编程, 统计假设检验, 预测分析, 预测建模, R(软件), 统计软件, 研究设计, 概率与统计
★ 4.1 (61) · 中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning
★ 4.2 (6) · 中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 财富管理, 决策, 财务, 投资管理, 绩效衡量, 投资组合风险, 投资组合管理, 股票, 性能分析, 投资回报, 回归分析, 投资, 报税表, 行为经济学, 资产管理, 税务规划
★ 4.8 (884) · 中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Inference, Probability & Statistics, Predictive Modeling, Variance Analysis, Data Manipulation
★ 4.8 (14) · 初级 · 课程 · 1-4 周

您将获得的技能: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming
★ 4.5 (12) · 中级 · 课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization
★ 3.4 (16) · 中级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis
★ 4.6 (18) · 初级 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
★ 4.1 (10) · 初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Reinforcement Learning, Machine Learning Methods, Model Training, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Data Preprocessing, Data Mining, Predictive Modeling, Random Forest Algorithm, Logistic Regression, Model Optimization, Data Manipulation
中级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics
★ 5 (8) · 中级 · 课程 · 1-3 个月