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3008410-sistemasinteligentes

acamica_curso_datascience

Proyectos desarrolados durante el curso Data Science - Acámica.

algorithmictoolbox

algorithms_and_datastructures

all_artificial_intelligence_projects

arduino_projects

bentonize_it

Version and deployment of ML models using BentoML

classification_fraud_detection

A Machine Learning model that is able to classify credit card transactions as either fraudulent or non-fraudulent. This project shows solutions when the dataset shows a strong imbalance.

cltv_churnprediction_withdatabricks

computervision_fashionmnist

An approach to Fashion MNIST using Convolutional Neural Networks with Keras & Tensorflow.

computervision_mnist

An approach to MNIST using Convolutional Neural Networks with Keras & Tensorflow.

computervision_svhn

An approach to SVHN using Fully Connected and Convolutional Neural Networks with Keras & Tensorflow.

cv_tasks_fastai

dailyleetcode

designpatterns-mlflow-for-experimenttracking

Leverages MLFlow & OOP Design Patterns (Strategy, Factory) for experiment tracking

dlaicourse

Notebooks for learning deep learning

do_not_believe_the_hype

Text generator fine-tunned with Arctic Monkeys lyrics

functionalprogrammingprinciples

gentle-intro-to-nlu

Hands-on learning with interactive code, tutorials, and real-world examples to show language processing intricacies. Practical NLU skills that remain untapped for real-world scenarios in this overlooked introduction to language processing concepts.

hands_on_golang

A dive into GoLang.

hands_on_mlflow

Walk through getting the baseline model up to a proper implementation while gradually increasing the number of tracked objects.

hands_on_pyspark

Hands-on PySpark common modules and functions.

homeautomationwitharduino

java_calculator

Calculator with Graphic User Interface, powered by Swing, written in Java.

java_parallel_concurrent_distributed

java_spring_basic

java_tictactoe

Tic Tac Toe game from the command line written in pure Java.

k8s-hello-world-rust

Provides a simple Rust application along with Kubernetes manifests to deploy and run the application on a Kubernetes cluster.

k8s_poc

llm_rag

POC that demonstrates how to use a large language model (LLM) to build a tool that assists developers with parts of the documentation they aren't familiar with.