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azure-cognitive-search-azure-openai-accelerator

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB

data-science

Collection of useful data science topics along with code and articles

genrec

Automatic musical genre recognition

geolift

GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lift) of ad campaign.

http-server

A minimal, multithreaded Web Server from scratch that supports the HTTP GET method & XML parsing.

job-recommendation-system

A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mlops-zoomcamp-2024

mlops-zoomcamp-mage

narrator

David Attenborough narrates your life

numpy

The fundamental package for scientific computing with Python.

practical-rl

My solutions to the Practical Reinforcement Learning course by Coursera/HSE.

salt-identification-with-unet

A deep U-Net approach to seismic images segmentation for the Kaggle TGS Salt Identification Challenge.

scientific-success-prediction

Predicting scientific success with an LSTM Network after mining timeseries citation data from AMiner.org

sec-insights

A real world full-stack application using LlamaIndex

seq2seq-chatbot

An attention-based seq2seq neural network chatbot with PyTorch, trained on Microsoft's MetaLWOz dataset.

shortgpt

🚀🎬 ShortGPT - Experimental AI framework for automated short/video content creation.

uth-machine-learning

Hands-on weekly assignments containing supervised & unsupervised algorithms in R, Python, SaS, using real-world data.

uth-neuro-fuzzy-computing

Theory and practice of neural networks, deep learning and fuzzy logic.

uth-operating-systems

Practical exercises on CPU scheduling, memory segmentation, paging policies and disk management.

uth-pattern-recognition

Implementation of popular regression, classification and clustering techniques from scratch math.