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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

15-688-practical-data-science

Homework solutions for 15-688 Practical Data Science

algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

algorithmmarkdown

bigdataguide

大数据学习，从零开始学习大数据，包含大数据学习各阶段学习视频、面试资料

csci_570

USC :v: 2021 Spring CSCI 570 (Analysis of Algorithms) 算法分析 Score: :eight::five:

ctr

CTR模型代码和学习笔记总结

deepctr-pytorch

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

deeplearning.ai

deeplearning.ai课程课后习题

dsci-552

dsci510-lab1

dsci510-lab2

dsci_551

USC :v: 2019 Fall DSCI 551 (Foundations of Data Management) 数据管理基础 Score: :eight::eight:

face_generator

DCGAN face generator 🧑.

gan-gan-gan

grokking-the-coding-interview-patterns-for-coding-questions

hello-algorithm

🌍 东半球最酷的学习项目 | 1、我写的三十万字算法图解 2、千本开源电子书 3、100 张思维导图 4、100 篇大厂面经 5、30 个学习专题 🚀 🚀 🚀 右上角点个 star，加入我们万人学习群！English Supported！

inf552

INF552: Machine Learning for Data Informatics

kaggle

Competition Review

leetcode

My Leetcode log

leetcode-1

Leetcode solutions

linghu-algorithm-templete

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

paper_causalinference_abtest

因果推理&AB实验相关论文小书库

py4e

Web site for www.py4e.com and source to the Python 3.0 textbook

pytorch_ner

LSTM based model for Named Entity Recognition Task using pytorch and GloVe embeddings

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

tika-python

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.