Fernando Nieuwveldt's repositories
lambda-deployment-pipelines
AWS Lambda Project with Custom Layer and Modular Deployment Pipelines
cookiecutter-terraform-aws-template
A Cookiecutter template for bootstrapping production-ready AWS Terraform projects, set up with best practices, predefined folder structure for multiple environments, and automated workflows via GitHub Actions.
mlxops-pipeline
Automating the ML Training Lifecycle with MLxOPS
ashrae-energy-predictor
energy predictor kaggle competition
aws-sam-ordersapi
Udemy course on AWS Serverless Application Model (SAM): Api Gateway Triggers to Lambda functions that reads and write to DynamoDB Table.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
sklearn-groupby-models
Groupby based models and transformers
sklearn-pandas-wrapper
Wrap sklearn Transformer return type from numpy to pandas with column names
feature-encoding-challenge-2
Kaggle feature encoding challenge II
flu-shot-learning
Flu shot learning challenge hosted by DrivenData
ieee-cis-fraud-detection
Kaggle's IEEE CIS Fraud detection competition
julia-data-science
Docker image for Julia lang with GPU/CUDA capability
keras-examples
Feature engineering interface using Keras Lambda layers
keras-io
Keras documentation, hosted live at keras.io
moa-prediction
Kaggle competition: Mechanisms of Action (MoA) Prediction
richter-predictor-challenge
Richter Predictor Challenge on DrivenData
rtsp-simple-server
ready-to-use RTSP / RTMP / LL-HLS server and proxy that allows to read, publish and proxy video and audio streams
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow-gpu-container
Docker Tensorflow setup with GPU