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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

coding-interview-guide

A systematic coding interview guide

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

dais_2021_drifting_away

data-ai-virtual-tour

Data & AI Virtual Tour Repo

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-question-answer

A repo for data science related questions and answers

data-structure-and-algorithm

deeplearning

deeplearningexamples

Deep Learning Examples

ds-projects

geoml_workshops

interview_python

关于Python的面试题

javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

leetcode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

leetcode-solutions

:octocat: (Weekly Update) Python / Modern C++ Solutions of All 1667 LeetCode Problems

leetcodedailychallenge

llama

Inference code for LLaMA models

llm-cookbook

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

machine-learning

Practical Full-Stack Machine Learning

machine-learning-1

Slides and Python code examples for undergraduate machine learning

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.