This repository is used for maintaining all the code related to the Springboard DataScience Career Track
Problem
In this project we will work with a challenging time-series dataset consisting of daily sales data, kindly provided by one of the largest Russian software firms - 1C Company. We have to predict total sales for every product and store in the next month.
Client
Russian software firms - 1C Company
Data Set
We are provided with daily historical sales data. The task is to forecast the total amount of products sold in every shop for the test set. Note that the list of shops and products slightly changes every month. Creating a robust model that can handle such situations.
Data Wrangling
Statistical Methods for Data Analysis
- Frequentist Inference & Descriptive Stats 1A
- Frequentist Inference & Descriptive Stats 1B
- Bootstrap Inference
- Bayesian Inference
Machine Learning