Pinned Repositories
awesome-google-colab
Google Colaboratory Notebooks and Repositories
awesome-machine-learning-1
Learning Resources And Links Of Machine Learning（updating）
CS-Notes
:books: Computer Science Learning Notes
Data-Science-books-
A repository of books in data science
data-science-from-scratch
code for Data Science From Scratch book
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
master-machine-learning-algorithms
This is a repository for notes and codes of reading the book --- Jason Brownlee Master Machine Learning Algorithms
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
Using-Pandas
This is a repository containing the data analysis using Pandas
AmandaZou's Repositories
AmandaZou/master-machine-learning-algorithms
This is a repository for notes and codes of reading the book --- Jason Brownlee Master Machine Learning Algorithms
AmandaZou/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
AmandaZou/stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
AmandaZou/data-science-interviews
Data science interview questions and answers
AmandaZou/machine-learning-systems-design
A booklet on machine learning systems design with exercises
AmandaZou/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
AmandaZou/tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
AmandaZou/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
AmandaZou/Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
AmandaZou/r4ds
R for data science: a book
AmandaZou/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
AmandaZou/AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
AmandaZou/Awesome-RSPapers
Recommender System Papers
AmandaZou/CLIP
Contrastive Language-Image Pretraining
AmandaZou/covid-19-data
An ongoing repository of data on coronavirus cases and deaths in the U.S.
AmandaZou/data-matching-software
A list of free data matching and record linkage software.
AmandaZou/dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
AmandaZou/deduplication-slides
"1 + 1 = 1 or Record Deduplication with Python" Jupyter Notebook
AmandaZou/DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
AmandaZou/Empirical-Study-of-Entity-Resolution-Using-Word-Embedding
Performed entity resolution/record linkage using different types of word embedding techniques on E-Commerce datasets.
AmandaZou/game-theory-attribution
Data-Driven Marketing Attribution
AmandaZou/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
AmandaZou/openai-cookbook
Examples and guides for using the OpenAI API
AmandaZou/RecBole
A unified, comprehensive and efficient recommendation library
AmandaZou/record-linkage-resources
Resources for tackling record linkage / deduplication / data matching problems
AmandaZou/record-linkage-tutorial
A tutorial on entity resolution (record linkage or de-duplication)
AmandaZou/RecSysDatasets
This is a repository of public data sources for Recommender Systems (RS).
AmandaZou/Search-Ads-Reco-Paper-List
AmandaZou/sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
AmandaZou/string_grouper
Super Fast String Matching in Python