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  • Linear Regression

Linear Regression Courses

Linear regression courses can help you learn how to analyze relationships between variables, interpret coefficients, and evaluate model performance. You can build skills in data visualization, hypothesis testing, and making predictions based on data trends. Many courses introduce tools like Python, R, and Excel, that support implementing regression models and analyzing datasets effectively.


Popular Linear Regression Courses and Certifications


  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: 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

    Postgraduate Diploma · 6 - 12 Months

  • C

    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    運用 Gemini Enterprise 加速知識交流

    Skills you'll gain: Google Gemini, Google Workspace, Data Store, AI Enablement, Data Integration, Enterprise Application Management, Information Architecture, Data Sharing

    Beginner · Course · 1 - 4 Weeks

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: 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

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: 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

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: 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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: 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

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Metodologías ágiles de desarrollo de software Certificado MasterTrack®

    Skills you'll gain: 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

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: 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

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: 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

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: 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

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Machine Learning Algorithms, Machine Learning, Python Programming, Artificial Neural Networks, Deep Learning, Visualization (Computer Graphics), Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    941 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular linear regression courses

  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Building RAG Systems with Open Models: Coursera
  • 運用 Gemini Enterprise 加速知識交流: Google Cloud
  • Master of Science in Data Science: Ball State University
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Metodologías ágiles de desarrollo de software Certificado MasterTrack®: Universidad de los Andes
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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