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Repository Index
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Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
TranslatedFoundations of Large Models: understand the basic knowledge of large models in one article
Projects for an undergraduate OS course
Course materials for Modern Binary Exploitation by RPISEC
- exploitation
- wargame
- ctf
learn LLM inference system on Apple Silicon for systems engineers: build a tiny vLLM + Qwen
- course
- large-language-model
- llm
- python
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong
- artificial-intelligence
- deep-learning
- deep-neural-networks
- deep-reinforcement-learning
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
- aws
- bytewax
- comet-ml
- generative-ai
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
Mastering Applied AI, One Concept at a Time
- fine-tuning
- finetuning
- finetuning-llms
- inference
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
AWS EKS Kubernetes - Masterclass | DevOps, Microservices
- kubernetes
- kubernetes-pods
- kubernetes-deployment
- kubernetes-services
Practical course about Large Language Models.
- chatbots
- hf
- huggingface
- langchain
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
- aws
- eventstorming
- ddd
- serverless
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
Interactive explorer for learning how large language models are trained