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 Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Predictive Modeling, Engineering Analysis, Control Systems, Probability
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 回归分析, 分类算法, 模型部署, 数据管道, 负责任的人工智能, 监督学习, Scikit-learn (机器学习库), 机器学习, MLOps(机器学习 Operator), 应用机器学习, 微软 Azure, 无监督学习, 人工智能和机器学习(AI/ML), 预测建模, 模型评估, Virtual Machine, 数据库
中级 · 课程 · 1-4 周

您将获得的技能: User Research, Usability Testing, Stakeholder Engagement, User Experience Design, User Experience, Experience Design, Persona (User Experience), Workflow Management, Human Centered Design, User Centered Design, UI/UX Strategy, Wireframing, Prototyping, Design Thinking, Cross-Functional Collaboration, Information Architecture, Storytelling
初级 · 课程 · 1-3 个月

您将获得的技能: 回归分析, Apache Spark, 数据处理, 机器学习, 数据管道, 生成式人工智能, Apache Hadoop, 数据预处理, 模型评估, 监督学习, PySpark, 无监督学习, 预测建模, 摘录, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Business Ethics, Governance
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初级 · 课程 · 1-4 周

École normale supérieure
您将获得的技能: Algebra, Linear Algebra, Combinatorics, Arithmetic, Advanced Mathematics, Mathematics and Mathematical Modeling
混合 · 课程 · 1-3 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
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 回归分析, 数据收集, 公共卫生与疾病预防, 流行病学, 统计分析, 生物统计学, 研究方法, 研究设计
中级 · 课程 · 1-4 周