oaxino Posted October 30, 2023 Report Share Posted October 30, 2023 Linear Regression in Python - House Price Prediction ModelPublished 10/2023Created by EDUCBA Bridging the GapMP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English | Duration: 18 Lectures ( 2h 40m ) | Size: 1.3 GBLearn how to use Python to build linear regression models and make accurate predictionsWhat you'll learnGood understanding of scikit machine learning libraryData Preparation, feature engineering trainingYou will be able to develop your own prediction modelData visualization techniquesRequirementsPythonBasic Statistics and Machine LearningAnaconda installedDescriptionLinear regression is a basic and commonly used type of predictive analysis. Linear regression is one of the easiest and most popular Machine Learning algorithms. It is a statistical method that is used for predictive analysis. Linear regression makes predictions for real or numeric variables such as sales, salary, age, product price, etc. A linear regression model describes the relationship between a dependent variable, y, and one or more independent variables, X. The dependent variable is also called the response variable. Independent variables are also called explanatory or predictor variables. Continuous predictor variables are also called covariates, and categorical predictor variables are also called factors. The matrix X of observations on predictor variables is usually called the design matrix.By the end of the course, you will have a solid understanding of how to use Python to build linear regression models and make accurate predictions. You will be able to apply your new skills to a wide range of machine learning and data science projects. This course teaches you about one popular technique used in machine learning, data science and statistics: linear regression. We cover the theory from the ground up. derivation of the solution, and applications to real-world problems. We show you how one might code their own linear regression module in Python.Linear regression is the simplest machine learning model you can learn, yet there is so much depth that you'll be returning to it for years to come. That's why it's a great course if you're interested in taking your first steps in the fields of deep learning, machine learning, data science or statisticsWho this course is forAnyone who wants to learn about data and analyticsData Engineers, Analysts, Architects, Software Engineers, IT operations, Technical managersrapidgator.net:https://rapidgator.net/file/b5deda3969f3b51df3b5802cf49310fa/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part1.rar.htmlhttps://rapidgator.net/file/32e0e5a82c6184edb3a1c765aacc0da5/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part2.rar.htmluploadgig.com:https://uploadgig.com/file/download/3bb3bdb1f357a48D/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part1.rarhttps://uploadgig.com/file/download/33e912ec8D38aC32/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part2.rarnitroflare.com:https://nitroflare.com/view/36B2CDB1F607BDA/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part1.rarhttps://nitroflare.com/view/BBB065BC5C19259/jwkil.Linear.Regression.in.Python..House.Price.Prediction.Model.part2.rar Link to comment Share on other sites More sharing options...
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