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    • Linear Regression

    Linear Regression Courses Online

    Explore linear regression for statistical modeling. Learn to analyze relationships between variables and make predictions based on data.

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    Explore the Linear Regression Course Catalog

    • U

      University of Michigan

      Sports Performance Analytics

      Skills you'll gain: Forecasting, Statistical Methods, Regression Analysis, Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Predictive Modeling, Matplotlib, Applied Machine Learning, Data Visualization, Kinesiology, Injury Prevention, Data Analysis, Machine Learning Methods, Analytics, Advanced Analytics, Statistical Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      255 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Geneva

      Portfolio and Risk Management

      Skills you'll gain: Portfolio Management, Risk Management, Business Risk Management, Investments, Asset Management, Wealth Management, Financial Market, Financial Management, Probability Distribution, Correlation Analysis, Variance Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • N

      New York University

      Machine Learning and Reinforcement Learning in Finance

      Skills you'll gain: Supervised Learning, Machine Learning Methods, Reinforcement Learning, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Statistical Methods, Dimensionality Reduction, Unsupervised Learning, Artificial Neural Networks, Statistical Modeling, Decision Tree Learning, Predictive Modeling, Financial Trading, Financial Market, Derivatives, Scikit Learn (Machine Learning Library), Markov Model, Regression Analysis, Finance

      3.7
      Rating, 3.7 out of 5 stars
      ·
      813 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Alberta

      Prediction and Control with Function Approximation

      Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning, Supervised Learning, Artificial Neural Networks, Pseudocode, Linear Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      834 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Virginia

      Cost and Economics in Pricing Strategy

      Skills you'll gain: Price Negotiation, Market Dynamics, Product Strategy, Revenue Management, Cost Accounting, Strategic Marketing, Economics, Demand Planning, Cost Benefit Analysis, Consumer Behaviour, Marketing Channel, Customer Analysis, Regression Analysis, Competitive Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      671 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      I

      Illinois Tech

      Data Preparation and Analysis

      Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Data Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Data Cleansing, Analytics, Machine Learning, Data Science, Regression Analysis, Data Quality, Predictive Modeling, Python Programming, Feature Engineering, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Performance Metric

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • F

      Fractal Analytics

      Fractal Data Science

      Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Exploratory Data Analysis, Feature Engineering, Interactive Data Visualization, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, Classification And Regression Tree (CART), SQL, Applied Machine Learning, Problem Solving, Data Modeling, Machine Learning Algorithms

      4.5
      Rating, 4.5 out of 5 stars
      ·
      336 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • C

      California Institute of the Arts

      Web Design: Strategy and Information Architecture

      Skills you'll gain: Information Architecture, Persona (User Experience), UI/UX Strategy, User Experience Design, Web Design, Wireframing, User Interface (UI), User Research, Mockups, Agile Methodology, Waterfall Methodology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 3 Months

    • É

      École Polytechnique Fédérale de Lausanne

      Digital Signal Processing 1: Basic Concepts and Algorithms

      Skills you'll gain: Digital Communications, Electrical Engineering, Electrical and Computer Engineering, Programming Principles, Computer Engineering, Engineering Analysis, Advanced Mathematics, Numerical Analysis, Algorithms, Linear Algebra, Time Series Analysis and Forecasting, Applied Mathematics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      621 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      The Art of Visual Storytelling

      Skills you'll gain: Post-Production, Storyboarding, Storytelling, Media Production, Adobe Creative Cloud, Editing, Content Creation, Writing and Editing, Proposal Development, Data Import/Export, Writing, Graphic and Visual Design, Multimedia, Scripting, Creativity, Timelines, Aesthetics, File Management, Quality Assurance

      4.6
      Rating, 4.6 out of 5 stars
      ·
      101 reviews

      Beginner · Specialization · 3 - 6 Months

    • W

      Wesleyan University

      Machine Learning for Data Analysis

      Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Data Analysis, Data Science, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis

      4.2
      Rating, 4.2 out of 5 stars
      ·
      324 reviews

      Mixed · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Launching into Machine Learning

      Skills you'll gain: Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Google Cloud Platform, Machine Learning Algorithms, Data Analysis, Big Data, Regression Analysis, Data Processing, Sampling (Statistics), Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.3K reviews

      Beginner · Course · 1 - 3 Months

    Linear Regression learners also search

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    1…171819…73

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

    • Sports Performance Analytics: University of Michigan
    • Portfolio and Risk Management: University of Geneva
    • Machine Learning and Reinforcement Learning in Finance: New York University
    • Prediction and Control with Function Approximation: University of Alberta
    • Cost and Economics in Pricing Strategy: University of Virginia
    • Data Preparation and Analysis: Illinois Tech
    • Fractal Data Science: Fractal Analytics
    • Web Design: Strategy and Information Architecture: California Institute of the Arts
    • Digital Signal Processing 1: Basic Concepts and Algorithms: École Polytechnique Fédérale de Lausanne
    • The Art of Visual Storytelling: University of Colorado Boulder

    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)

    Frequently Asked Questions about Linear Regression

    Linear regression is a type of statistical data analysis that examines which variables help significantly predict the outcome of a situation. You can use linear regression to determine the relationships between one dependent variable and one or more independent variables to sort out which variables will contribute most to the outcome you seek to achieve. Linear regression also helps you forecast the impact that changes to variables will make in different scenarios. It's a tool you can use to help predict outcomes and make adjustments to help achieve the outcome you're looking for.‎

    If you're in a career that relies on data analysis, linear regression is a tool that can help you determine the relationship between variables that affect scenarios that you need to predict or plan for. You can use linear regression to anticipate how the factors that affect a situation now will make a difference in the future. For example, you can use linear regression to predict the cost of a project or the amount of time it will take to complete the project based on different variables. Linear regression can help you make more informed and educated decisions to better navigate the present and plan for the future.‎

    Data analysts use linear regression in different areas of business to determine which variables affect outcomes the most. You can apply linear regression as a data scientist or analyst with a single company or in a consultant role across multiple businesses. You can even set up your own business as a consultant to be in control of your own schedule and career trajectory. Analysts use linear regression in polling and surveys as well as in policy research fields, and various corporations use data analysis to help plan for the future. You can also apply your knowledge of linear regression in higher education and as a professor or research assistant.‎

    You can use online courses to learn linear regression in order to deepen your knowledge and skills in your current job or to find a new career. Whether you're already familiar with linear regression or whether you're brand new to the concept, online courses can give you the knowledge you need to apply linear regression in your workplace. Online courses not only teach you the concepts, but they also provide you with real-life applications of what you're learning. One of the biggest benefits of online learning is that you can sharpen your skills in a way that fits your schedule and lifestyle. You can walk away from your online learning confident in what you've discovered about linear regression and prepared to apply it to your career.‎

    Online Linear Regression courses offer a convenient and flexible way to enhance your knowledge or learn new Linear Regression skills. Choose from a wide range of Linear Regression courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Linear Regression, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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