Winifred's repositories
Ad_Project
Data Science Camp Project 2
amazon-sagemaker-devops-with-ml
Workshop content for applying DevOps practice to Machine Learning workloads using Amazon SageMaker
amazon-sagemaker-mlops-workshop
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
AngularFundamentalsFiles
A few files from my angular fundamentals course
apache-mxnet-odsc-2018
Introduction to deep learning with Apache MXNet GLUON. MLP, CNN, RNN and Model Server
aws_research
Public tables and other research that can accept PRs. Please visit the web link.
CloudRaider
A resiliency tool that automates Failure mode effect analysis tests, simplifying complex testing with a behavior-driven development and testing approach. Provides a programmatic way to execute controlled failures in AWS and a BDD way to write test cases, allowing test plans themselves to become test cases that can be executed as is.
dataone-ahm-2016-poster
Runnable examples of YW provenance queries highlighted in poster for DataONE AHM 2016.
facial-emotion-recognition-gluon
Apache MXNet Gluon implementation for state of the art FER+ paper for Facial Emotion Recognition - https://arxiv.org/abs/1608.01041
gym
A toolkit for developing and comparing reinforcement learning algorithms.
high-performance-spark-examples
Examples for High Performance Spark
learning-spark
Example code from Learning Spark book
ml-class
Materials for class on machine learning/deep learning using scikit-learn, tensorflow and keras
ml-workshop-2-of-4
Intermediate Machine Learning with Scikit-learn, 4h interactive workshop
ml-workshop-3-of-4
Advanced Machine Learning with Scikit-learn part I
ml-workshop-4-of-4
Advanced Machine Learning with Scikit-learn part II
models
Models and examples built with TensorFlow
myAWSStudyBlog
AWS Study Blog
Network-Analysis-Made-Simple
For PyCon, PyData, ODSC, and beyond!
odsc-workshop
Code of ODSC Workshop on Deep Learning for Mobile
pyspellchecker
Pure Python Spell Checking http://pyspellchecker.readthedocs.io/en/latest/
restQL-http
Microservice query language
spark-testing-base
Base classes to use when writing tests with Spark
spark-validator
A library you can include in your Spark job to validate the counters and perform operations on success. Goal is scala/java/python support.
Spring-Framework-Essentials
Projects used in Spring Framework Essentials video course
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-workshop
Slides and code from our TensorFlow workshop.