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 Pittsburgh
您将获得的技能: LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Databases, Data Ethics, Bayesian Statistics, Data Visualization Software, Supervised Learning, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

您将获得的技能: Generative AI, AI Personalization, Prompt Engineering, Large Language Modeling, Web Content, Google Cloud Platform, User Experience, Information Architecture, Content Management, Image Analysis
初级 · 课程 · 1-4 周

University of California, Berkeley
您将获得的技能: User Research, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Design Research, Java Programming, Semiconductors, Matplotlib, Pandas (Python Package), Medical Devices, Finite Element Methods, Team Leadership, Energy and Utilities, Control Systems, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis
获得学位
学位 · 1-4 年

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Modeling, SQL, Data Compilation, Economics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Graphing, International Finance
研究生文凭 · 6-12 个月
Universidad de los Andes
您将获得的技能: Software Testing, Test Automation, User Story, Infrastructure As A Service (IaaS), Agile Software Development, Continuous Integration, JavaScript Frameworks, Android Jetpack, Usability, Unit Testing, Acceptance Testing, Application Security, Cloud Computing Architecture, Software As A Service, Authorization (Computing), Web Content Accessibility Guidelines, Software Architecture, Kotlin, Cloud Applications, Regression Testing
提供的学分
MasterTrack · 6-12 个月

IIT Guwahati
您将获得的技能: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Data Warehousing, Database Management, Data Visualization, Cloud Computing Architecture, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Dimensionality Reduction, Matplotlib, Econometrics, R Programming
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: User Story, Continuous Integration, Unified Modeling Language, Software Testing, Test Automation, CI/CD, Test Driven Development (TDD), Software Architecture, Maintainability, JavaScript Frameworks, Software Design, Usability, Unit Testing, Acceptance Testing, Web Content Accessibility Guidelines, Regression Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Dimensionality Reduction, Data Mining, Predictive Analytics, Data Analysis, R Programming, Statistical Modeling, Big Data, Business Intelligence, Data Literacy, Predictive Modeling, Data Modeling, Analytics, Advanced Analytics, Regression Analysis, Data-Driven Decision-Making, Visualization (Computer Graphics), Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Artificial Neural Networks, Forecasting, Data Mining, Supervised Learning, Exploratory Data Analysis, Probability & Statistics
混合 · 课程 · 1-4 周