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。

University of Washington
您将获得的技能: 模型评估, 机器学习, 深度学习, 人工智能, 回归分析, 无监督学习, 分类算法, Model Evaluation, 预测建模, 功能工程, 应用程序开发, 自然语言处理, 计算机视觉, 监督学习, 文本挖掘, Python 编程, 数据预处理, 图像分析, 应用机器学习
混合 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Statistical Analysis, Predictive Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Probability & Statistics, Regression Analysis, Time Series Analysis and Forecasting, Case Studies, Decision Tree Learning, Data Structures
初级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计资料, 统计假设检验, 定量研究, 科学方法, 数据分析软件
初级 · 课程 · 1-3 个月

您将获得的技能: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Probability & Statistics, Microsoft Excel, Statistical Analysis, Data Visualization Software, Predictive Modeling, Data Analysis, Statistics, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Regression Analysis, Classification Algorithms, Logistic Regression, Performance Tuning
中级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Clinical Documentation, Health Informatics, AI Security, Predictive Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Medical Privacy, Large Language Modeling, ChatGPT, Logistic Regression, Computer Vision
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据分析, 生成对抗网络 (GAN), 生成式对抗网络(GANs), 机器学习, 探索性数据分析, 深度学习, 分类算法, 自动编码器, 时间序列分析和预测, 无监督学习, 回归分析, 降维, 功能工程, 监督学习, 卷积神经网络, Python 编程, 强化学习, 数据科学, 数据预处理, 统计方法, 递归神经网络 (RNN)
攻读学位
中级 · 专业证书 · 3-6 个月

University of Washington
您将获得的技能: 算法, 机器学习, 模型评估, 逻辑回归, 概率与统计, 分类算法, Algorithm, 可扩展性, 机器学习算法, 决策树学习, 预测建模, 大数据, Model Evaluation, 监督学习, 自然语言处理, 数据预处理, 文本挖掘, 应用机器学习
混合 · 课程 · 1-3 个月

您将获得的技能: Environmental Social And Corporate Governance (ESG), Business Ethics, Mergers & Acquisitions, Investments, Real Estate, Business Valuation, Econometrics, Financial Analysis, Financial Modeling, Equities, Statistical Methods, Regression Analysis, Corporate Finance, International Finance, Market Dynamics
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Predictive Modeling, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Data Analysis, Data-Driven Decision-Making, Statistical Modeling, R (Software), Feature Engineering, Applied Machine Learning, Logistic Regression, Data Transformation, Business Analytics, Decision Tree Learning
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Anomaly Detection, Descriptive Statistics, Correlation Analysis, Data Manipulation
初级 · 课程 · 1-4 周