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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

120-ds-interview-questions

My Answer to 120 Data Science Interview Questions

building-movie-rating-system-with-autoencoder

Conducted a project intended to build a movie rating prediction system for movies made by different users based on users action analysis with 0.8692 accuracy

character-interaction-analysis-for-a-series-of-book-a-song-of-ice-and-fire-

Used centrality, page rank to uncover different important characters in different books, built up and achieved the visualization of the Character Interaction network in the whole series

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

data-challenge-projects

My solution to the data challenge book

data-mining-projects

Collections of small data mining projects

data-science-interview-questions-and-answers-general-

Data Science Questions and Answers (General) for beginner

data-science-question-answer

A repo for data science related questions and answers

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

ds-take-home

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

fitness-plan-app

Designed and built an app for two user groups: coaches and clients;Provides specific detailed fitness plans for each client created by the system or by a specific coach, which chosen by clients based on their body conditions

freeml

Data Science Resources (Mostly Free)

insta

instademo

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-interview

Preparing for machine learning interviews

movie-rating-prediction-system-with-boltzmann-machine

Built a user preference prediction system to predict users’ preferences on movies (hate or like) based on users’ previous preference with 0.8746 accuracy

movie-review-sentimental-analysis

Nature language processing project on douban.com (a Chinese social network website) . Achieved the sentimental analysis of film review to predicted if the reviews are positively rated.

python-elevator-challenge

So You Think You Can Program An Elevator

quora-paraphrase-question-identification

Paraphrase question identification using Feature Fusion Network (FFN).

robotic_turtlebot_enviorment_exploriation

Designed and controlled a turtlebot to walk following the wall while keeping a constant distance from the wall in a building and to generate occupancy grid maps of the building.

robotic_tutlebot_frontier_based_exploration

Planned and implemented vanilla frontier-based exploration on a turtlebot to achieve the goal of generating candidates locations and send navigation goals while walking and further mapping the detected environment

takehomedatachallenges

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