fernandochafim Goto Github PK

airbnb-dynamic-pricing-optimization

[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.

algotradingarch

Financial data

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

aws-deeplens-reinvent-2019-workshops

bigdatalifecycle

The project explores the steps required for the development of a data product. It starts with a (1) complex web scraping engine collecting image, text, and tabular data, (2) data cleaning, (3) features engineering using NLP and Computer Vision and (4) store in a NoSQL database Cassandra using Apache Airflow pipeline and schedule.

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

churndetector

code-with-engineering-playbook

This is the playbook for "code-with" customer or partner engagements

comet-examples

Examples of Machine Learning code using Comet.ml

computervisionprojects

A sample of Computer Vision projects for personal learning purpose.

cpprtools

Project to implement an R package with (Machine Learning and Optimization) Algorithms implemented in C and C++.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

docker-deployment

docker-r-h2o-tidyverse

Personal Docker image to host used R packages used for Lazy Trading

docker-r-r

Reproducible research in Docker Container

dplyr

dplyr: A grammar of data manipulation

drsa

Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper.

fastai_in_colab

I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!

fernandochafim

Config files for my GitHub profile.

flax

Flax is a neural network library for JAX that is designed for flexibility.

hands-on-music-generation-with-magenta

The "Hands-On Music Generation with Magenta" book code repository and info resource

icons

inference-service-mlserver

Inference service example using mlserver

kubeflow-vertex-mlops

TO DO

learning-rust

learnopencv

Learn OpenCV : C++ and Python Examples

machine-learning

Content for Udacity's Machine Learning curriculum