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 Boulder
您将获得的技能: 数据分析, 数据清理, 查询语言, 决策, 预测建模, 数据展示, 数据建模, 探索性数据分析, 预测分析, 数据管理, 商业智能, 逻辑回归, 商业分析, 数据质量, 数据可视化, 数据故事, 风险分析, 数据伦理, Data Management, 分析, Data Governance
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Algorithm, 预测分析, 卷积神经网络, 机器学习, 模型评估, 数据科学, 自然语言处理, 随机森林算法, 算法, 回归分析, 无监督学习, 人工智能和机器学习(AI/ML), 逻辑回归, 决策树学习, Model Evaluation, 监督学习, 分类与回归树 (CART), 深度学习, 计算机视觉
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Pivot Tables And Charts, Correlation Analysis, Data Import/Export, Microsoft Excel, Business Communication, Data Presentation, Data Analysis, Sales Management, Sales, Statistics, Data Transformation
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据分析, 治疗计划, 临床试验, 放射诊断学, 随机森林算法, 机器学习, 模型评估, 预测, 功能工程, 预测建模, 卷积神经网络, 应用机器学习, 决策树学习, Model Evaluation, 统计分析, 风险建模, 病人治疗, 图像分析, 人工智能个性化, 深度学习, 数据预处理
中级 · 专项课程 · 1-3 个月

您将获得的技能: Multi-Factor Authentication, Information Architecture, Security Controls, Software Documentation, Authentications, ISO/IEC 27001, Penetration Testing, Vulnerability Assessments, Cross-Functional Collaboration, Application Security, Web Content Accessibility Guidelines, Auditing, Security Information and Event Management (SIEM), Data Security, Organizational Structure, Technical Documentation, Enterprise Security, Single Sign-On (SSO), Security Assertion Markup Language (SAML), Maintainability
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, PyTorch (Machine Learning Library), Model Evaluation, Embeddings, Artificial Neural Networks, Convolutional Neural Networks, Transfer Learning, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Image Quality, Performance Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Data Science, Mathematical Modeling, Advanced Mathematics, Python Programming
攻读学位
高级设置 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Correlation Analysis, Research Design, Psychology, Regression Analysis, Social Sciences, Mental Health Diseases and Disorders, Cognitive Behavioral Therapy, Social Skills, Statistical Methods, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Research Methodologies, Decision Making, Analysis, Research, Physiology, Personal Development, Emotional Intelligence, Mental Health
获得学位
学位 · 1-4 年

New York University
您将获得的技能: 强化学习, 应用机器学习, Scikit Learn(机器学习库), 机器学习, 金融市场, 人工神经网络, 模型评估, Jupyter, 张力流, 回归分析, 预测建模, 逻辑回归, Model Evaluation, 财务, 监督学习, 深度学习, 统计方法
中级 · 课程 · 1-4 周

您将获得的技能: Jira (Software), Issue Tracking, Backlogs, Quality Assurance, Test Case, Verification And Validation, Generative AI Agents, Software Testing, User Story, Regression Testing, Business Reporting, Dashboard, Software Documentation, Technical Communication, Analytical Testing, Automation, Data Import/Export
初级 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 探索性数据分析, 团队管理, 团队建设, 精益生产, 精益方法, 精益六西格玛, 六西格玛方法, 根源分析, 质量改进, 数据收集, 统计分析, 概率与统计, 流程改进, 加工能力, 统计假设检验, 统计方法, 流程制图, 质量控制, 统计过程控制, 过程分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Gemini, Generative AI Agents, Command-Line Interface, Code Review, Computer Programming Tools, Application Development, Secure Coding, Software Installation, Information Architecture, User Flows, Software Architecture
混合 · 课程 · 1-4 周