jrpespinas

deep-learning

This repository contains notebooks and scripts introducing the different topics in Deep Learning beginning from Neural Networks to Transformers.

machine-learning

This repository contains exercises, lectures, and homework in machine learning starting from linear regression, k-nearest neighbors, and so on. Exercises in neural networks and state-of-the-art architectures will be stored in a different repository.

numerical-computing

This repository contains notebooks and scripts introducing the different topics in Numerical Analysis beginning with the Fundamentals, Systems of Equations, Interpolation until Optimization, and Numerical Solutions to Partial Differential Equations.

golang-adventures

This repository represents my learning adventures with golang--showcasing the concepts I have learned

intro-to-cicd

Publish a simple FastAPI endpoint to Docker Hub using basic CI/CD workflow

algorithms

This repository serves as my notes for a wide range of basic to advanced data structures and algorithms implemented using Python.

cp-adventures

Compiled solutions for different competitive programming platforms problems

gear-4-python

Python best practices

intro-to-k8s

Familiarizing with k8s by deploying a simple REST api

kumot-coding-challenge

Develop a simple RESTful API with one endpoint that returns basic information given a Github username

nestjs-sandbox

Exploration of Nest.js by building a production grade CRUD application

node-js-adventures

RESTful API using Express.js

sales-prediction

Develop a single endpoint to predict the sales of a company

togo

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

django-rest-dev

fastapi-webapp

This repository is intended for learning how FastAPI operates.

flask-api-dev

This repository is intended for learning purposes particularly in API development using Flask framework.

go-crud

golang-grpc

Sample Golang application using gRPC

golang-introduction

intro-to-dagster

intro-to-iaac

intro-to-mlflow

This repository serves as my tool exploration of MLFlow

intro-to-react

jrpespinas

jrpespinas.github.io

laravel-sanctum-api

mern-stack-1

MERN stack app

nextjs-car-rental

Framework discovery repository for Next.js, React, Tailwind, and TypeScript