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Elie Kawerk's Projects

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

ds4b icon ds4b

Coursework for Data Science for Business

ds4b_101p icon ds4b_101p

Python for Automation Course from Matt Dancho

ds4b_203 icon ds4b_203

Repository for ode for Matt Dancho's Time Series Course in R

dsc_springboard icon dsc_springboard

Repository for all the code written as part of the Springboard's Data Science Career Track

dsr icon dsr

Files used during Data Science Retreat

dsr_prob_prog_2020 icon dsr_prob_prog_2020

Material for the Probabilistic Programming intro course for Data Science Retreat

dvc-gitactions icon dvc-gitactions

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper

econometric-algorithms icon econometric-algorithms

Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

educative.io_courses icon educative.io_courses

this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack

elitequant icon elitequant

A list of online resources for quantitative modeling, trading, portfolio management

emnist_dl2prod icon emnist_dl2prod

JuPyter Notebooks and Python Package for Deep Learning Model Exploration, Translation and Deployment

employee_retention icon employee_retention

Predict employee retention rate for the HR department of a company using machine learning.

energy-forecasting icon energy-forecasting

🔋 The Full Stack 7-Steps MLOps Framework - Learn ML Engineering by designing, implementing, monitoring, and deploying your own energy consumption forecaster.

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