Peggy Chang's repositories
Amazing-Resources
List of references and online resources related to data science, machine learning and deep learning.
Data-Science-Articles
A collection of my data science articles published in Towards Data Science and Towards AI.
Google-BigQuery
Solutions to the Google Cloud challenge labs for the "Insights from Data with BigQuery" quest and "Build and Optimize Data Warehouses with BigQuery" quest.
Google-Language-and-Image-Processing-Intro
Contain labs done for the "Intro to ML: Language Processing" quest and "Intro to ML: Image Processing" quest.
Google-BQML
Solutions to the Google Cloud challenge lab for the "Create ML Models with BigQuery ML" quest
learning-hadoop-and-spark
Companion to Learning Hadoop and Learning Spark courses on Linked In Learning
Learning-PyTorch
A series of notebooks created for learning PyTorch
Load-Data-To-GoogleSheet
This project uses pygsheets to load COVID-19 data into Google Sheet
Odds-of-winning-TOTO
This project uses statistics and probabilities to calculate the odds of winning a TOTO prize.
Alpha-Projects
Learning Python for data analysis and data science.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
blog
My blog posts generated by fastpages
FM-Recommender-Engine
Build a Recommender Engine using Amazon SageMaker Factorization Machines
fraud-detection-handbook
Machine Learning for Credit Card Fraud Detection - Practical Handbook
github-slideshow
A robot powered training repository :robot:
Google-AI-Platform-Qwik-Start
This lab gives an introductory, end-to-end experience of training and prediction on AI Platform.
learn-regex
Learn regex the easy way
learning-cloud
List of resources - courses, sample code, articles and screencasts for learning AWS, Azure, GCP and Alibaba Cloud
Learning-Plotly
A repository to show examples of visualization generated by Plotly