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。

University of Illinois Urbana-Champaign
您将获得的技能: 监督学习, 医疗保健, 健康信息管理, 深度学习, 模型评估, 人工神经网络, 无监督学习, 应用机器学习, 预测建模, 卷积神经网络, 健康信息学, 机器学习, 计划发展
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: ASP.NET, Restful API, Full-Stack Web Development, Cloud Deployment, Performance Tuning, Frontend Integration, .NET Framework, Application Programming Interface (API), Data Modeling, Development Environment, Cloud Applications, Object-Relational Mapping, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Authentications, Application Development, Application Design
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Cryptography, Network Security, OSI Models, Public Key Infrastructure, Network Protocols, Encryption, Remote Access Systems, Firewall, Brute-force attacks, Emerging Technologies, TCP/IP, Wireless Networks, Authentications
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

您将获得的技能: Audit Planning, Network Security, Disaster Recovery, Cyber Attacks, Business Continuity Planning, Security Testing, Digital Forensics, Infrastructure Security, Identity and Access Management, Database Management, Enterprise Architecture, Database Administration, Compliance Management, Regulatory Compliance, Auditing, Quality Assurance, Cloud Computing, OSI Models, Asset Management, Quality Management
中级 · 专项课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 商业估值, 公认会计原则(GAAP), 分析, 业务指标, 财务分析, 财务预测, 财务报告, 金融建模, 企业战略, 金融报表, 财务报表分析
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Python 程序设计, 计算机编程, 批判性思维, 面向对象编程(OOP), 调试, 生成模型架构, 人工神经网络, 大型语言模型, 生成式人工智能, 语义网, Prompt Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Dashboard, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Marketing Strategies, Business Analytics, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Data, Market Research, Data Analysis, Strategic Decision-Making
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 成本效益分析, 文件输入/输出, 系统设计与实施, 应用编程接口 (API), Node.JS, LLM 申请, AI 赋能, OpenAI 应用程序接口, 可扩展性, 生成式人工智能, Prompt Engineering, AI 安全, 业务逻辑, TypeScript, 商业分析
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Analytical Skills, Management Reporting, Exploratory Data Analysis, Data Modeling, Coordination, Statistical Modeling, Communication
混合 · 课程 · 1-4 周