Zain Ahmed's repositories
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-forecasting
Time series forecasting with PyTorch
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
Data-Science-Portfolio
Data Science Portfolio
flight_tickets
Deploying a model to predict flight tickets
Propensity_Modelling
Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign
YouTubeLI
Github repo to upload demo files of youtube videos and linkedin
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
purchase_prediction
Price Elasticities and Purchase Incidence Model
Price_Elasticity
Calculating regular and cross price elasticity for products based on weekly sales data
Machine-Learning-Engineer-Nanodegree
Notes and material for the "Machine Learning Engineer Nanodegree" (MLND) by Udacity.
Survival-Analysis-Intuition-Implementation-in-Python
Quick Implementation in python
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Predict-The-Flight-Ticket-Price-Hackathon
MachineHack is an online platform for Machine Learning competitions. We host toughest business problems that can now find solutions in Machine Learning & Data Science.
Udacity-DSND
Udacity Data Science Nanodegree Program
Bayesian-Statistics-Techniques-and-Models--University-of-California-Santa-Cruz---Coursera
Course materials for the Coursera MOOC: Bayesian Statistics Techniques and Models from University of California Santa Cruz
Bayesian-Statistics-Techniques-and-Models-from-UCSC-on-Coursera
Class Note & Capstone Project Code and Report & Project Code & Weekly Quiz & Honor Quiz for Bayesian-Statistics-From-Concept-to-Data-Analysis-Course
predictive-maintenance
Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
tensorflow
Computation using data flow graphs for scalable machine learning