tichmangono / capstone_project
Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques. Capstone original project for Udacity Machine Learning Engineer Nanodegree.
☆17Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for capstone_project
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆45Updated 6 years ago
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- Machine Learning for Retail Sales Forecasting — Features Engineering☆57Updated last month
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆25Updated 5 years ago
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆36Updated 3 years ago
- Model to accurately forecast inventory demand based on historical sales data.☆58Updated 8 years ago
- Insurance Claim Prediction using Machine Learning - Udacity Nanodegree Capstone Project☆14Updated 8 years ago
- Data analysis using numpy, pandas, matplotlib, seaborn, sqlite3, data wrangling☆30Updated 5 years ago
- Money Laundering Detector is to prove the hypothesis that a solution powered by Machine Learning and Behaviour Analytics will find… -> cu…☆21Updated 6 years ago
- A tutorial to create python based prediction web app☆30Updated 4 years ago
- Customer-base segmentation over e-commerce sales data☆24Updated 4 years ago
- Machine Learning Case study on customer segmentation and prediction of groups.☆31Updated 6 years ago
- An example of clustering applied to finding customer segments.☆19Updated 7 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆55Updated 2 years ago
- Inventory Management for Retail — Deterministic Demand☆16Updated last month
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆67Updated 4 years ago
- Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook☆100Updated last year
- Sales forecasting for the supply chain industry.☆11Updated 3 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆41Updated 3 years ago
- ARIMA forecasts on the AirPassengers dataset built in Python and Tableau☆49Updated 6 years ago
- Recommender systems for Instacart using Collaborative Filtering approaches☆6Updated 6 years ago
- Data Analysis and Machine Learning with Python: EDA with ECDF and Correlation analysis, Preprocessing and Feature engineering, L1 (Lasso)…☆31Updated 7 years ago
- A machine learning algorithm written to predict severity of insurance claim☆19Updated 8 years ago
- Supply Chain Optimization with Python☆76Updated last month
- Udacity Data Science Nanodegree Repository. Contains lecture notes, and dummy scripts as well as projects undertaken for the nanodegree.☆29Updated 5 years ago
- The dataset is of a Global Pharmacy Company. The dataset comprises of Historical sales, Product Information and products which need forec…☆24Updated 5 years ago
- Bare minimum End-to-End ML application with Flask REST API Prediction Service☆11Updated 4 years ago
- A machine learning model for predicting delayed deliveries in the supply chain of USAID, and forecasting the delay time of a potential de…☆9Updated 5 years ago
- In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays an…☆97Updated 6 years ago
- Performs an exploratory analysis on a dataset containing information about shop customers. Check that the assumptions K-means makes are f…☆56Updated 4 years ago