30lm32 / ml-time-series-analysis-on-sales-dataLinks
Time Series Decomposition techniques and random forest algorithm on sales data
☆62Updated 3 years ago
Alternatives and similar repositories for ml-time-series-analysis-on-sales-data
Users that are interested in ml-time-series-analysis-on-sales-data are comparing it to the libraries listed below
Sorting:
- Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to …☆136Updated 7 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
- A comprehensive credit risk model and scorecard using data from Lending Club☆148Updated 4 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆49Updated 4 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆48Updated 7 years ago
- Timeseries for everyone☆263Updated 2 years ago
- Credit Risk analysis by using Python and ML☆167Updated 7 years ago
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆25Updated 6 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
- Analysis for Customer Segmentation☆73Updated 5 years ago
- This is the code notebook for the blog post on using Python and Auto ARIMA☆103Updated 6 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆79Updated 5 years ago
- This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJ…☆266Updated 2 years ago
- This portfolio is a compilation of notebooks which I created for Data Science related tasks like Tutorials, Exploratory Data Analysis, an…☆82Updated 10 months ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆67Updated last year
- Different clustering approaches applied on different problemsets☆40Updated 5 years ago
- Improve marketing campaign of a Portuguese bank by analyzing their past marketing campaign data and recommending which customer to target☆61Updated 7 years ago
- Lending Club Loan data analysis☆166Updated 6 years ago
- 5 machine learning techniques to forecast product sales☆143Updated 2 years ago
- Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance…☆65Updated 5 years ago
- Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast eva…☆330Updated 6 years ago
- Understanding time series forecasting☆65Updated 5 years ago
- Learning statistics with Python☆53Updated 4 years ago
- Book Projects☆25Updated 4 years ago
- ☆98Updated 7 years ago
- [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis,…☆229Updated 6 years ago
- ☆49Updated 6 years ago
- Data Visualizations is emerging as one of the most essential skills in almost all of the IT and Non IT Background Sectors and Jobs. Using…☆65Updated 5 years ago
- Small example on how you can detect multicollinearity☆13Updated 4 years ago
- Quick Implementation in python☆53Updated 5 years ago