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100days

100 days of algorithms

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

algorithm_interview_notes-chinese-backups

awesome-material

awesome material

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

bioscope-recommendation-api

An open movie recommendation API. Use this to provide movie suggestions to your users in an App or a Website.

candidate-match-score-web-app

An NLP based Web-App that asks the user to input some Job Posting along with a candidate to list to give scores to the candidates based on their proficiency in the job profile required as an output.

causalml

Uplift modeling and causal inference with machine learning algorithms

code-samples

Code samples from various machine learning and data science projects and competitions

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

cracking_the_machine_learning_interview

(Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subhrajit Roy. In the past year since the article went public, Subhrajit has only written down the questions with no update on the solutions. I plan on finishing the war. I may add more questions outside of the articles domain. No one else on the internet has written down a solution for machine learning interview, an opportunity I want to take advantage of.

crackingmachinelearninginterview

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

data-science-mindset

Resources for Data Science and ML

data-science-question-answer

A repo for data science related questions and answers

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deepeye

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

eanimage

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

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.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

ipfn

Iterative Proportional Fitting for Python with N dimensions

job-recommendation-engine

Job prediciton based on NLP models.

kaggle-cloud