Renee Liu's starred repositories
mlops-zoomcamp
Free MLOps course from DataTalks.Club
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
distributed_systems_notes
My collection of handwritten notes and resources for learning distributed systems
data-engineering-zoomcamp
Free Data Engineering course!
coding-interview-university
A complete computer science study plan to become a software engineer.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
my-cs-degree
A CS degree I designed for myself, 2020
my-cs-degree
A CS degree with a focus on full-stack ML engineering, 2020
ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
COMS4995-s20
COMS W4995 Applied Machine Learning - Spring 20
Hands-On-Machine-Learning-for-Algorithmic-Trading
Hands-On Machine Learning for Algorithmic Trading, published by Packt
intro-to-apis-course
Introduction to APIs course
effective-pandas
Source code for my collection of articles on using pandas.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
timeseries
Deep Learning repo for timeseries and sequence data
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
stanford-CS229
Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
120-DS-Interview-Questions
My Answer to 120 Data Science Interview Questions
US-Immigration
Immigration Data - ETL using pandas, Apache Spark, S3
udacity-data-engineering-capstone
Capstone Project for Udacity Data Engineering Nanodegree