Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。

Johns Hopkins University
您将获得的技能: 空间数据分析, 数据分析, 数学建模, 数值分析, 积分微积分, 机械, 几何学, 工程计算, 物理学, 数据整合, 概率, 衍生产品, 数学理论与分析, 矢量数据库, 微积分, 高等数学, 应用数学
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Image Analysis, Supervised Learning, Applied Machine Learning, Model Evaluation, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Supply Chain, Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Natural Language Processing, Artificial Neural Networks, Customer Demand Planning, Forecasting, Unsupervised Learning
中级 · 课程 · 1-4 周

Rice University
您将获得的技能: 分子生物学, 生理学, 免疫学, 生物学, 细胞生物学, 生物化学
中级 · 课程 · 1-3 个月
University of Virginia
您将获得的技能: 博弈论, Regulation and Legal Compliance, 价值主张, 市场动态, 产品生命周期管理, 企业战略, 消费者行为, 竞争分析, 战略伙伴关系, 市场份额, 目标市场, 新业务开发, 营销
初级 · 课程 · 1-4 周

Politecnico di Milano
您将获得的技能: 博弈论, 组织效能, 业务流程管理, 商务, 运行效率, 企业战略, 协调, 解决复杂问题, 组织结构, 企业管理, 决策, 解决问题
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings
中级 · 专项课程 · 3-6 个月
Amazon Web Services
您将获得的技能: Prompt Engineering, Amazon Bedrock, Responsible AI, Application Deployment, Amazon Elastic Compute Cloud, Unit Testing, Amazon Web Services, Version Control, Generative AI, LLM Application, AI Enablement, Test Case, DevOps, Retrieval-Augmented Generation, CI/CD, Artificial Intelligence, Software Configuration Management, Application Lifecycle Management
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 投资组合风险, 投资组合管理, 风险分析, 定量研究, 投资, 统计方法, 投资回报, 相关性分析, 金融, 风险管理, Variance 分析, 投资管理, 决策, 概率分布, 金融市场
混合 · 课程 · 1-3 个月

您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, 负责任的人工智能, 创造力, 批判性思维, 生成式人工智能, ChatGPT, 叙事, 写作, OpenAI
初级 · 指导项目 · 不超过 2 小时