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seanahmad's Projects

blog-1 icon blog-1

Source code for my personal blog

bmml icon bmml

Bank Marketing Machine Learning

bnlearn icon bnlearn

Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

boileroom icon boileroom

A minimal foundation to putter a full-stack application

bondmarkets icon bondmarkets

A collection of Jupyter notebooks with notes and functions associated with Choudhry's "Introduction to Bond Markets"

bookflip icon bookflip

Textbook trading website built with Flask and Vue.js

books icon books

Owsome books to understand different concepts

boom icon boom

A C++ library for Bayesian modeling, mainly through Markov chain Monte Carlo, but with a few other methods supported. BOOM = "Bayesian Object Oriented Modeling". It is also the sound your computer makes when it crashes.

bow_tf-idf icon bow_tf-idf

The building block of language models in Bag of Words and TF-IDF

bsc-thesis- icon bsc-thesis-

Yield Spread Curve as Recession Indicator in the framework of Machine Learning "On the trails of Dragon Kings"

bt icon bt

bt - flexible backtesting for Python

bta-lib icon bta-lib

Technical Analysis library in pandas for backtesting algotrading and quantitative analysis

budget-optimization-in-ecommerce-using-market-mix-modelling icon budget-optimization-in-ecommerce-using-market-mix-modelling

To create a market mix model for ElecKart (an e-commerce firm from Ontario, Canada) for several products categories - to observe the actual impact of various marketing variables over the past and recommend the optimal budget allocation for different marketing levers for the next year. Built several Linear Regression models like Additive, Multiplicative, Koyck & Distributive Lag to identify the important KPIs that influence the company revenue and their contributions towards the revenue. The main data set is available below:

bunky icon bunky

A peer to peer rental website with Facebook API integration

business-analysis-of-a-clothing-brand icon business-analysis-of-a-clothing-brand

Analyzing the Customer database of a clothing brand and finding relation between dependent parameters and amount spent. Also analyzing, which area the company should focus on.

business-machine-learning icon business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)

cadl icon cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

caerus icon caerus

Detection of favorable moments in time series data

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