Leetcode solutions

Practical course about Large Language Models.

《动手学大模型Dive into LLMs》系列编程实践教程

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

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

Recommendation System using ML and DL

🌅 基于用户的协同过滤算法实现的商品推荐系统 https://github.com/MrQuJL/product-recommendation-system

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

Machine Learning Engineering Open Book

Learning Large Language Model (LLM）(大语言模型学习)

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Curated list of data science interview questions and answers

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

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

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

A collection of tutorials for different machine learning tasks

Must-read Papers on pre-trained language models.

Trax — Deep Learning with Clear Code and Speed

Data science interview questions and answers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Deep Learning for Natural Language Processing Reading Group | University of British Columbia (UBC)

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）