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。
University of Minnesota
您将获得的技能: Algorithm, 电子表格软件, 角色开发, 机器学习, 分类学, 预测分析, 计算机编程, 微软Excel, Java 编程, 描述性统计, 信息架构, 文本挖掘
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 逻辑回归, 数据预处理, 大数据, Google 云端平台, 应用机器学习, 模型评估, Apache Spark, 预测建模
中级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, System Requirements, Verification And Validation, Mathematical Modeling, Control Systems, Linear Algebra, Computer Science, Applied Mathematics
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中级 · 课程 · 1-3 个月

ESSEC Business School
您将获得的技能: 目标市场, 统计建模, 用户关系管理, R 语言程序设计(中文版), 营销分析, 客户洞察, 商业分析, 统计方法, 数据驱动的决策制定, 数据分析软件, 统计分析, 商业营销, 客户分析, 预测建模
混合 · 课程 · 1-3 个月

您将获得的技能: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Team Motivation, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Process Capability, Risk Analysis, Team Leadership, Quality Improvement, Team Management, Benchmarking, Motivational Skills, Performance Measurement, Change Management, Process Analysis, Root Cause Analysis, Regression Analysis
中级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 投资组合风险, Microsoft PowerPoint, 商业分析, 业务建模, 定量研究, 回归分析, 微软Excel, 金融建模, 财务分析, 投资组合管理, 财务数据, 数据建模, 演讲, 投资管理
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
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中级 · 专项课程 · 1-3 个月
Universidade de São Paulo
您将获得的技能: Usability Testing, Usability, Wireframing, Information Architecture, User Interface (UI) Design, UI Components, User Experience Design, Prototyping, User Research, Style Guides, Design Elements And Principles, Cross Platform Development, Verification And Validation
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Data Transformation, Regression Analysis, Feature Engineering, Decision Tree Learning, Machine Learning, Exploratory Data Analysis
初级 · 指导项目 · 不超过 2 小时

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 概率与统计, 大数据, 网络分析和 SEO, 网页抓取, 信息架构, 自然语言处理, 数据挖掘, 模型评估, 文本挖掘, 非结构化数据
混合 · 课程 · 1-3 个月