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。

Coursera
您将获得的技能: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity
初级 · 指导项目 · 不超过 2 小时

Università di Napoli Federico II
您将获得的技能: Engineering, Torque (Physics), Calculus
中级 · 课程 · 1-3 个月

H2O.ai
您将获得的技能: LLM Application, Large Language Modeling, AI Product Strategy, Generative AI, Web Applications, Artificial Intelligence, Prompt Engineering, Agentic systems, Information Architecture, Application Programming Interface (API), Automation, Data Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Data Pipelines, Debugging, Operational Databases, Google Cloud Platform, System Monitoring, Data Integrity, CI/CD, Maintainability, Data Processing, Unit Testing, Performance Tuning, Disaster Recovery
高级设置 · 课程 · 1-3 个月

您将获得的技能: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis
中级 · 项目 · 不超过 2 小时

您将获得的技能: Supervised Learning, Data-Driven Decision-Making
混合 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Scikit Learn (Machine Learning Library), Data Science, Data Processing, Unstructured Data, Algorithms
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, AI Product Strategy, Web Analytics and SEO, Google Cloud Platform, LLM Application, Data Management, Information Management, Analytics, Information Architecture, Data Integration, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Application Programming Interface (API), System Configuration, Identity and Access Management, Authorization (Computing)
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: People Analytics, Data Validation, Data Processing, Workforce Management, Advanced Analytics
混合 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Data Manipulation, Data Analysis, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Generative AI, AI Personalization, Prompt Engineering, Web Content, Content Management Systems, User Experience, Web Analytics and SEO, Information Architecture, Google Cloud Platform
初级 · 课程 · 1-4 周