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learning-content

Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.

leetcode

🎓Leetcode solutions in Python 📚

leetcode_company_wise_questions

This is a repository containing the list of company wise questions available on leetcode premium

list-projects-using-js-html-css

Three different Projects were built using Javascript(mostly for logic), HTML, and CSS(for styling)

locality-sensitive-hashing

In this deep learning project, similar images are found(lookalikes) using deep learning and locality-sensitive hashing to find customers most likely to click on an ad.

machine_learning_and_deep_learning

master-oops

5 crucial object-oriented design principles

medical-image-segmentation-dl

Implemented Unet++ models for medical image segmentation to detect and classify colorectal polyps.

megalodon

Various ML/DL Resources are organized in a single place.

merng-client

merng-server

merng-social-media-app

Social Media Application USing MERNG

ml-challenge

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-hackathons

List of ML hackathons I participated

ml-interview

Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.

ml-study-plan

The Ultimate FREE Machine Learning Study Plan

mlops-basics

movie-recommender-streamlit

Content-Based Movie Recommender System on Streamlit

movielens_spark_azure

Movielens dataset analysis for movie recommendations using Spark in Azure

multi-class-text-classification-bert

Application of the BERT model for text classification

my-kaggle-collections-and-competetions

Everything about my learning in Kaggle

news_pipeline

Data engineering project: Constructing a pipeline

nlp-news-classifier

Streamlit WEB app for Category classification, for news - multi-label text classification problem.

nlp-tasks-streamlit

Streamlit application that does Natural language processing tasks such as Text Summarization. Sentiment Analysis and Named Entity Recognition (NER)

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

notes

detailed notes on computer science topics, in one page

number-plate-recognition-ocr-web-app

othello_ai

Othello game GUI with alpha-beta pruning

paper-discussions

Papers discussed in the meetings of IITG.ai with summaries and resources.