Manuel Ríos's repositories
DSP-course-material
Coursework material for DSP course.
HW-course-material
Material for the HW course
Vitis-AI-Tutorial
A simple tutorial to develop a CNN on an Alveo U200 card using Vitis AI
Pynq-Neural-Network
Complete Implementation of a Integer Neural Network using SystemVerilog targeted to the Pynq-Z1 board.
SDR-course-material
Meterial for the SDR course taught at URL
heart-risk-prediction
End to end implementation of a machine learning model. From model selection and training to usage in a web server.
heart-risk-prediction-deployment
Deployment of a Machine Learning model
heart-risk-prediction-deployment-lambda
Deployment of machine learning model using AWS Lambda
heart-risk-prediction-machinelearning
Data analysis of heart risk key indicators using data from the 2020 annual CDC survey of 400k adults related to their health status.
anaconda_cheat
A simple cheat sheet for anaconda
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
deploy_ml_lambda_aws
Example how to deploy a machine learning model into Lambda AWS
heart-risk-prediction-webpage
Implementation of a web site to predict a heart risk using machine learning.
hypothesis-testing
Example how to perform hypothesis and A/B testing.
kubernetes-deep-learning
Example on how to deploy a deep learning model using Kubernetes
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
udemy-courses
Data analysis for the Udemy Courses dataset
data-dashboard
Online dashboard that uses Teleport Open API to request information about job salaries and quality of life of different cities and countries.
Sparkify-DataScience
This respository contains all the anaylisis to create a ml model for a churn service for the Sparkify platform.
AI-course-material
Course work material for AI course taught at Universidad Rafael Landivar
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
digilent-xdc
A collection of Master XDC files for Digilent FPGA and Zynq boards.
disaster_response_pipeline
End to end machine learning project using NLP
recommendation_engines
Recommender system using collaborative filtering and SVD
Sparkify-Dashboard
Sparkify's dashboard and prediction service
stackoverflow
Findings from Stackoverflow 2017