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。

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, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
研究生文凭 · 6-12 个月

您将获得的技能: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Google Workspace, Data Store, AI Enablement, Data Integration, Enterprise Application Management, Information Architecture, Data Sharing
初级 · 课程 · 1-4 周

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Simulations, Transfer Learning, Dashboard
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Probability, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月
Universidad de los Andes
您将获得的技能: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, JavaScript Frameworks, Acceptance Testing, Software Design, Regression Testing, Usability, Web Content Accessibility Guidelines, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Test Automation, Android Jetpack, Software Testing, User Story, Agile Software Development, Software As A Service, Sprint Planning, Cloud Applications, Kotlin, Software Engineering, Test Script Development, JavaScript Frameworks, Security Requirements Analysis, Acceptance Testing, Regression Testing, Usability, Authorization (Computing), Web Content Accessibility Guidelines, Application Security, Cloud Computing Architecture
提供的学分
MasterTrack · 6-12 个月

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

Pontificia Universidad Católica de Chile
您将获得的技能: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Exploratory Data Analysis, Supervised Learning, Predictive Modeling, Dimensionality Reduction, Data Science, Descriptive Analytics, Plot (Graphics), Data Analysis, Pandas (Python Package), Regression Analysis, Matplotlib, Data Visualization, Visualization (Computer Graphics), Data-Driven Decision-Making, Applied Machine Learning, Data Visualization Software
提供的学分
MasterTrack · 6-12 个月

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Model Evaluation, Data Ethics, Image Analysis, Computer Vision, Linear Algebra, Responsible AI, Applied Machine Learning, Data Preprocessing, Machine Learning Algorithms, Probability
提供的学分
MasterTrack · 6-12 个月

DeepLearning.AI
您将获得的技能: 机器学习, 深度学习, 可视化(计算机制图), 微积分, Python 程序设计, 应用数学, 衍生产品, 人工神经网络, 数值分析, 机器学习算法
中级 · 课程 · 1-4 周