cathyqian Goto Github PK

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-cold-start-recommendation

A curated list of papers on cold-start recommendations.

awesome-llm-for-recsys

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

cathyqian.github.io

My personal website

courses_and_certificates

data-structures-and-algorithms

A collection of efforts to master computer science data structures and algorithms

data_science

Includes most efforts in my data science journey

data_science_projects

This folder contains most of my independent data science projects.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

interviews

Everything you need to know to get the job.

kingpin

KingPin is the toolset used at Pinterest for service discovery and application configuration.

learning-hadoop-and-spark

Companion to Learning Hadoop and Learning Spark courses on Linked In Learning

lyricsgeneration_markovchain

Use Markovchain to generate lyrics based on probability

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-system-design

A collection of useful resources for Machine Learning System Design

machine-learning-systems-design

A booklet on machine learning systems design with exercises

minima

Minima is a one-size-fits-all Jekyll theme for writers.

ml_notes

Quick recall notes and tutorial links for various Math, Machine learning and Deep Learning concepts. Basically, links from where my understanding was maximized.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

ranking_papers

Papers on recommendation system / search ranking.

raspberry_simulation

This repository contains computation simulation and data visualization projects I did during my PhD research.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

temperature-scaling-tensorflow

On Calibration of Modern Neural Networks - tensorflow implementation

tensorflow-1-public

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing