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Edson Andrade's Projects

mara-example-project-1 icon mara-example-project-1

Runnable e-commerce mini data warehouse based on Python, PostgreSQL & Metabase, template for new projects

market-mix-modeling icon market-mix-modeling

Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales

marketing-data-science icon marketing-data-science

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).

marketing-mixed-model- icon marketing-mixed-model-

Generating a Marketing Mix Model (MMM) using machine learning techniques to forecast the effectiveness of various marketing channels. Using sample data, in preparation for my role as Data Science Intern at Hallam Digital Marketing

marketing_analytics icon marketing_analytics

Exploring linear mixed models with various distributions. Bayesian estimations compared

marketing_mixed_modelling_analysis icon marketing_mixed_modelling_analysis

Fitted a multivariate regression model on a brand’s product Sales Volume and the availabe marketing time series data to (i.e. Advertising, Distribution, Pricing) to estimate the impact of various marketing tactics on sales and then forecast the impact of future sets of tactics.

markov icon markov

Markov chain text generator, as used for KingJamesProgramming

markov-chain icon markov-chain

R based marketing attribution and basic budget optimization using Markov Chains

markovbot icon markovbot

Library to generate text with a Markov chain, with support to read and post updates to Twitter accounts.

markovsharp icon markovsharp

An easy to use C# implementation of an N-state Markov model.

mathworks-excellence-in-innovation icon mathworks-excellence-in-innovation

Capstone and senior design project ideas for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.

mdrepo icon mdrepo

Repositório para armazenamento de código e notebooks de postagens do blog e cursos.

mexican-government-report icon mexican-government-report

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

midway icon midway

🍔 A Node.js Serverless Framework for front-end/full-stack developers. Build the application for next decade. Works on AWS, Alibaba Cloud, Tencent Cloud and traditional VM/Container. Super easy integrate with React and Vue. 🌈

ml-notebooks icon ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

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