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Zain Ahmed's Projects

digital-marketing-analytics icon digital-marketing-analytics

This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics

predictive-maintenance icon predictive-maintenance

Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)

price_elasticity icon price_elasticity

Calculating regular and cross price elasticity for products based on weekly sales data

propensity_modelling icon propensity_modelling

Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign

python-causality-handbook icon python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

pytorch_tabular icon pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

youtubeli icon youtubeli

Github repo to upload demo files of youtube videos and linkedin

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