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90daysofdevops

This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.

ai-powered-speech-transcription-and-language-translation

This repo contains a class for transcribing audio conversations (either Live or recorded) and for translating spoken words between languages - currently supports 44 languages.

aibc

alexnet-cat-and-dog

Implementing the AlexNet CNN for use in identifying cats and dogs

animal-classification

Evaluating the effect of image preprocessing techniques in the multi-class classification of images. A coursework in my MSc AI & DS program.

aws-machine-learning-university-accelerated-cv

Machine Learning University: Accelerated Computer Vision Class

bacteria-segmentation

Implementation of the U-Net segmentation architecture for the segmentation of bacteria cells in blood samples.

cd0354-monolith-to-microservices-project

Project code for cd0354 Monolith to Microservices at Scale course taught by Justin Lee

codinginterviews

This repository contains coding interviews that I have encountered in company interviews

conditionalstylegan

Conditional implementation for NVIDIA's StyleGAN architecture

convirt-pytorch-implementation

ConVIRT uses contrastive learning for learning medical image representations using pairs of images and text.

coursera-gan-course

For reference purposes

darknet

Convolutional Neural Networks

data-convertion

data-pipelines-with-apache-airflow

Code for Data Pipelines with Apache Airflow

data-science-interview-questions-answers

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

devops-master-class

Devops Tutorial for Beginners - Learn Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops

dexter7662

Config files for my GitHub profile.

dlib-weights

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

document_scanner

A digital document scanner made in a few lines of code

face_recognition

Just a fun project aimed at detecting faces in images and videos

flower-classification

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

generate_stock_list

Just a simple POC of a script for generating out-of-stock list for a pharmacy.

godec

Python implementation of the GoDec algorithm from Zhou and Tao (ICML 2011) for low-rank and sparse representation

heart-failure-prediction

A logistic classification algorithm for the detection of heart failure.

historical-hourly-weather-data