Zhensong Ren's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
hiring-without-whiteboards
⭐️ Companies that don't have a broken hiring process
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
deeplearning-models
A collection of various deep learning architectures, models, and tips
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine_learning_examples
A collection of machine learning examples and tutorials.
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
MachineLearning
Machine learning resources
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
pandas-datareader
Extract data from a wide range of Internet sources into a pandas DataFrame.
build-your-own-mint
Build your own personal finance analytics using Plaid, Google Sheets and CircleCI.
pythoncode-tutorials
The Python Code Tutorials
readme-template
README.md template for your open-source project
Awesome-CS-Books
:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀计算机科学与技术领域相关的书籍归档，以及我的读书笔记。
TextInfoExp
自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等
BDA_py_demos
Bayesian Data Analysis demos for Python
awesome-AutoML
Curating a list of AutoML-related research, tools, projects and other resources
bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
medium_articles
Scripts/Notebooks used for my articles published on Medium
PrincetonAlgorithms
Python implementations of selected Princeton Java Algorithms and Clients by Robert Sedgewick and Kevin Wayne
Indeed-Job-Scraper
A web scraper to extract job postings from www.indeed.com
Unsupervised-Deep-Learning
Unsupervised Deep Learning in Python Udemy Course
cc_fraud_proj
Playing with the IEEE-CIS Vesta fraud detection competition
eda-with-categorical-variables
Quick examples of exploratory data analysis (EDA) with categorical variables
AmazonReview-LanguageGenerationDataset
Processed Amazon Review Dataset for Language Generation (Character Level)