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Elie Kawerk's Projects

interactive-corporate-report icon interactive-corporate-report

Automated machine learning company report in an interactive 'PDF style' from four dimensions: employees, customers, shareholders (owners) and management.

intro_continual_learning icon intro_continual_learning

This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

k2 icon k2

K2 assignments repository

k2datascience icon k2datascience

Project folder related to all my work performed for the K2 Data Science course

k9 icon k9

Self-Taught Data Science

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kubernetes-ml-ops icon kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

linkedin-freshers-pmnd icon linkedin-freshers-pmnd

Capstone Project for Udacity Product Manager Nanodegree which involves defining product strategy and KPIs based on market analysis, pitch a product vision "LinkedIn Freshers" to get stakeholder buy-in, and design a user-centered prototype that adheres to engineering constraints, developing an execution timeline to handle competing priorities, communicating a product roadmap that builds consensus amongst internal stakeholders, and create a comprehensive go to-market plan based on product KPIs and finally, performing test plan to enhance product features based on market data.

linuxcommandline icon linuxcommandline

Basic Linux Command Line: https://www.udemy.com/linux-command-line-volume1

local_dev icon local_dev

Local development environment for python data projects, with Docker

looper icon looper

A resource list for causality in statistics, data science and physics

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