Pinned Repositories
2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
advanced_python_course
AirBnB_clone
AirBnB_clone_v2
Apache-Flink-Outlier-Detection
build-your-own-search-engine
Code for the "Build Your Own Search Engine" workshop
Gradient_Descent_Optimizations
Fast SGD with Adagrad and Momentum
Kmeans-Optimization-Pyspark
Kmeans
LLM-jailbreak-attack
MariumAZ
Config files for my GitHub profile.
MariumAZ's Repositories
MariumAZ/build-your-own-search-engine
Code for the "Build Your Own Search Engine" workshop
MariumAZ/LLM-jailbreak-attack
MariumAZ/MariumAZ
Config files for my GitHub profile.
MariumAZ/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
MariumAZ/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
MariumAZ/awesome-tensorial-neural-networks
A thoroughly investigated survey for tensorial neural networks.
MariumAZ/backend-engineering-challenge
Engineering Challenge for Backend candidates
MariumAZ/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
MariumAZ/data-science-interviews
Data science interview questions and answers
MariumAZ/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
MariumAZ/dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
MariumAZ/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
MariumAZ/Generative-AI-Module-Dauphine
This repository contains the resources for the "Generative AI" course, for the Master IASD Executive at Dauphine-PSL University
MariumAZ/hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
MariumAZ/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
MariumAZ/llm-zoomcamp
LLM Zoomcamp - a free online course about building an AI bot that can answer questions about your knowledge base
MariumAZ/machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
MariumAZ/mlops-zoomcamp
Free MLOps course from DataTalks.Club
MariumAZ/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
MariumAZ/openssl
Fork of OpenSSL that includes prototype quantum-resistant algorithms and ciphersuites based on liboqs
MariumAZ/peft
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
MariumAZ/petals
๐ธ Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
MariumAZ/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
MariumAZ/recommenders
Best Practices on Recommendation Systems
MariumAZ/rl-agents
Implementations of Reinforcement Learning and Planning algorithms
MariumAZ/Streaming-on-Rail-data
Streaming ETL solution with Rail Data
MariumAZ/Streaming-on-youtube
MariumAZ/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
MariumAZ/trafficlight-docker-challenge
:whale: A set of practice tasks for people who are new to Docker
MariumAZ/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.