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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


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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Microsoft Excel, Business Analytics, Operations Research, Mathematical Modeling, Analytical Skills, Forecasting, Classification Algorithms, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Business Modeling, Team Building, Process Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

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    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    GNU Octave: Apply, Implement & Design Functions

    Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Scripting Languages, Data Structures

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    3D Graphics with DirectX: Apply & Integrate

    Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Data Structures, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Análisis Exploratorio de Datos con Python

    Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation

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    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    Scrimba

    Build Fast Websites with Astro

    Skills you'll gain: JSON, UI Components, Application Deployment, Web Frameworks, Web Design and Development, Front-End Web Development, Information Architecture, Web Development Tools, Full-Stack Web Development, Web Development, HTML and CSS, Hypertext Markup Language (HTML), Content Management, Cascading Style Sheets (CSS), File Systems, Javascript

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of AI in Game Development

    Skills you'll gain: C# (Programming Language), Debugging

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Temporal Logic Model Checking

    Skills you'll gain: Computational Logic, Verification And Validation, Theoretical Computer Science, Systems Design, Model Evaluation, Simulations, Algorithms, Safety and Security

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Serverless Data Processing with Dataflow: Operations en Español

    Skills you'll gain: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, System Monitoring, Data Integrity, CI/CD, Data Processing, Unit Testing, Performance Tuning, Disaster Recovery

    Advanced · Course · 1 - 3 Months

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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

  • Prescriptive Analytics: O.P. Jindal Global University
  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • GNU Octave: Apply, Implement & Design Functions: EDUCBA
  • 3D Graphics with DirectX: Apply & Integrate: EDUCBA
  • Análisis Exploratorio de Datos con Python: Coursera
  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Build Fast Websites with Astro: Scrimba
  • Foundations of AI in Game Development: Packt
  • Temporal Logic Model Checking : 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)

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