回归课程可以帮助您学习统计建模、数据分析技术以及如何解释变量之间的关系。您可以掌握线性回归、Logistic Regression、理解残差以及评估模型性能的技能。许多课程都会介绍 R、Prediction 和 Excel 等工具,这些工具支持进行分析和数据 Visualization,让您可以将这些技能应用到实际工作中,如根据数据预测结果和做出明智的决策。

IBM
您将获得的技能: 人工智能, 深度学习, 机器学习, 回归分析, 数据科学, 模型评估, 预测建模, 无监督学习, 分类算法, 监督学习, 强化学习, Model Evaluation, 应用机器学习
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Machine Learning Methods, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Feature Engineering, Machine Learning
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 数据分析, Pandas(Python 软件包), 统计分析, 散点图, 回归分析, Python 编程, 统计假设检验, Matplotlib, 描述性统计, 统计方法, 绘图(图形), 相关性分析, 数据预处理, R 程序设计, 数据清理, 数据可视化
中级 · 课程 · 1-3 个月

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, Statistical Methods, R (Software), Data Mining, Statistical Programming
攻读学位
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 数据分析, 应用编程接口 (API), 统计分析, 社交网络分析, 数据收集, 回归分析, 交互式数据可视化, Python 编程, 统计方法, 相关性分析, 数据展示, 定量研究, R 程序设计, 大数据, 分析, 非结构化数据, 文本挖掘, 数据可视化, 数据挖掘
中级 · 课程 · 1-4 周

您将获得的技能: 商业分析, 数据分析, 统计分析, 回归分析, Microsoft Excel, 描述性统计, 统计方法, 统计资料, 电子表格软件, 预测, 数据可视化, 概率, 预测分析
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Productivity Software, Data Visualization Software, Probability & Statistics, Statistical Inference
高级设置 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Data Validation, 回归分析, 模型评估, Python 编程, 自然语言处理, 统计方法, 功能工程, 预测建模, 分类算法, 机器学习方法, Model Evaluation, 监督学习, 数据验证, 数据预处理
中级 · 课程 · 1-4 周