Regression Model in Weight Prediction
Author(s): Gencay I. Originally published on Towards AI. Simple Linear Regression to Predict your Weight This member-only story is on us. Upgrade to access all of Medium. Machine Learning Model Prediction Image by Author Data scientists have known too many industrial applications …
What is sampling and why it’s important?
Author(s): Ibrahim Israfilov Originally published on Towards AI. Statistics Intro This article will cover the basic notions of econometrics and OLS which include the first steps before starting the analysis, namely testing the assumptions for the unbiasedness of OLS. No matter whether …
Adding a pandemic index to the Sales forecast
Author(s): Okoh Anita Originally published on Towards AI. How I adjusted sales demand forecast by developing an index using casual inference This member-only story is on us. Upgrade to access all of Medium. Image from Unsplash 2020 was a shock wave for …
Assumptions of Linear Regression — What Fellow Data Scientists Should Know
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Marius Masalar on Unsplash Linear Regression is a linear approach to modeling the relationship between a target variable and one or more independent variables. This modeled relationship is then used for predictive …
Here’s the Pipeline:
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry …
Evaluation Metrics for Regression Problems
Author(s): Edward Ma Originally published on Towards AI. Data Science Photo by Edward Ma on Unsplash If you do not know how to justify whether model is good or not, it is similar to you want to get something but you do …
Let’s see the sales in a Big Mart Store
Author(s): Saikat Biswas Originally published on Towards AI. Image by Anastasia Dulgier on Unsplash Predicting the sales of each product in a particular store We as Data Analysts and Data Science Practitioners are often challenged to predict the factors that have an …
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