KimaruThagna/dAG-Stack-Pipeline

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KimaruThagna/dAG-Stack-Pipeline

KimaruThagna

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Using DBT, airflow and Great expectations for data pipelines

ml-pipelines-airflow

Demonstrating and Building ML pipelines in Airflow

Picture-lytics

Using Google's teachable machine to generate an image classification model and serving the model via streamlit. The classification tasks will be brain MRI tumor classification and Plant disease classification

sampleDjangoApp

A sample django application used for a guide that introduces django and serving an app in production using docker and nginx

py-schedule

Learning task scheduling in Python and Django using APScheduler

Ksql-Streams

Learning stream processing using KSQL on top of Apache Kafka

Nlp_Tuts

sample scripts that show use of NLP in python.Some will be proof of concepts while others will be tutorials

Digital-Vision

Computer Vision Basics to advanced. My journey through this subfield of AI

Email_and_Regex

Python scripts that show the basics of using regex in python and also, sending emails using python scripts

Django-TestCases

A practice repo where I explore django tests, factory boy, mock calls, django signals and docker. The use case was from an interview where I failed so this is me learning from my mistakes

Dramatiq-Django

A sample appointments reminder app that demonstrates use of the background task library dramatiq

django-saas

Boilerplate code to get you started on a SaaS application with razorpay payment gateway

DataScience-Dashboard

Learning streamlit as a dashboard and viz tool for data science projects

pyFinance

A journey through applying python and numpy for financial analysis and discounting models

SQL-TimeSeries

SQL analysis of time series data using timeseriesDB for Postgres

Roger-That

Using RabbitMQ to demonstrate message queues in Python. The environment will be managed by docker

OOP-Inheritance

OOP project in C++ to demonstrate inheritance

TeraFlakes

Using Terraform to spin up resources in snowflake and wrapping everything in Docker.

BullyAlgorithm

A conceptual python implementation of the bully algorithm which is an election algorithm

TheScroll

A collection of links to notebooks hosted on Colab or Kaggle with Machine learning scripts

RPC-Travelling-Salesman

A simple python project that includes a server and client script which demonstrates the RPC communications architecture using the rpyc library. The main logic is about graphs in python