该仓库主要记录 NLP 算法工程师相关的面试题

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLM Zoomcamp - a free online course about building a Q&A system

本项目旨在分享大模型相关技术原理以及实战经验。

Using Explanations as a Tool for Advanced LLMs

LLM101n: Let's build a Storyteller

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

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems …

AI比赛经验帖子 & 训练和测试技巧帖子 集锦（收集整理各种人工智能比赛经验帖）

A collection of video resources for machine learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

This repository contains code and config files that accompany the blog post:

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

A curated list of data engineering tools for software developers

FSL-Mate: A collection of resources for few-shot learning (FSL).

A luigi pipeline to import SF Bay Area Bike Share data into Postgres

Postgres + PySpark

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

Python Implementation of Reinforcement Learning: An Introduction

Solutions to selected exercises from the book Sutton, R. S. & Barton, A.: Reinforcement Learning: An Introduction. 2nd Edition (in progress), MIT Press, Cambridge, MA, 2017.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

数据科学/人工智能比赛解决方案汇总

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

System design interview for IT companies