rasmodev / Time-Series-Forecasting---ML-Regression-ProjectLinks
This project focuses on time series forecasting to predict store sales for Corporation Favorita, a large Ecuadorian-based grocery retailer. The goal is to build a model that accurately predicts the unit sales for thousands of items sold at different Favorita stores.
☆16Updated last year
Alternatives and similar repositories for Time-Series-Forecasting---ML-Regression-Project
Users that are interested in Time-Series-Forecasting---ML-Regression-Project are comparing it to the libraries listed below
Sorting:
- In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calcul…☆223Updated 2 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆62Updated 3 years ago
- Using machine learning to solve one of the most common problem of Supply Chain domain, i.e Demand Forecasting.☆33Updated 4 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆31Updated 5 years ago
- 📈Forecasting Total amount of Products using time-series dataset consisting of daily sales data provided by one of the largest Russian so…☆57Updated 5 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Updated 4 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆48Updated 4 years ago
- ☆135Updated 4 years ago
- The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previou…☆90Updated 3 years ago
- ☆220Updated 3 years ago
- In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays an…☆112Updated 7 years ago
- Solved end-to-end machine learning projects☆35Updated 2 years ago
- What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am shari…☆153Updated 2 years ago
- Senior Supply Chain Engineer using Data Science for Operational Excellence☆20Updated this week
- The goal of this notebook is to implement and compare different approaches to predict item-level sales at different store locations.☆36Updated 3 years ago
- Time Series Analysis and Forecasting in Python☆186Updated last year
- Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discre…☆91Updated 5 years ago
- Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance…☆62Updated 5 years ago
- A data science project to predict whether a transaction is a fraud or not.☆189Updated 7 months ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆29Updated 4 years ago
- 5 machine learning techniques to forecast product sales☆142Updated 2 years ago
- In this project, a RFM model is implemented to relate to customers in each segment. Assessed the Data Quality, performed EDA using Pytho…☆80Updated 4 years ago
- # **ABSTRACT** Main Objective: The main agenda of this project is: Perform extensive Exploratory Data Analys…☆34Updated 4 years ago
- This is a Machine Learning Repository where all Types of Material Related with Machine Learning will be Available here..☆26Updated 2 years ago
- Customer Personality Analysis Using Clustering☆24Updated 9 months ago
- ☆21Updated last year
- An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over th…☆15Updated 4 years ago
- There are several exploratory data analysis (EDA) analyzes in this file. More data analytics and business approached than machine learnin…☆45Updated 4 years ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆67Updated 10 months ago
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Updated last year