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a-to-z-resources-for-students

A to Z Resources for students as well as working proffessionals

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

chat-bot

It's just a chat-bot

churn-prediction

This repository contains an ipython notebook which implements an Artificial Neural Network using keras to do churn prediction .

classify-fashion-images

image-clf

cnn-cifar-10

Implementation of a convolutional neural network in keras to do a 10 class classification on CIFAR-10 dataset

cnn-implementation-for-binary-image-classification

This repository contains an ipython notebook which implements a Convolutional Neural Network to do a binary image classification. I used this to classify Cats vs Dogs and you can get the dataset from here https://www.kaggle.com/c/dogs-vs-cats/data . (This model trains with thousands of input images so be patient.)

code-sleep-python

Some Awesome Projects Implemented in Python :coffee: :computer: :snake:

data-analysis

This repository contains some basic data analysis projects

data-science-blogs

A curated list of data science blogs

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

facenet

Implementation of face verification and face recognition system. Most of the work i did in this notebook was inspired by FaceNet paper(https://arxiv.org/abs/1503.03832) . It was also an assignment of deep learning specialization in coursera.

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

langchain

⚡ Building applications with LLMs through composability ⚡

llms-for-compliance

memory_puzzle

Implementation of pygame library to create a game (Memory Puzzle).

ml-videos

A collection of video resources for machine learning

mlinterview

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

music-generation-with-lstm

In this notebook, I've implement a model that uses an LSTM to generate music.

my-first-project

This is a sample repo

neural-network-with-tensorflow

This notebook contains the code for a neural network implemented using tensorflow to classify the MNIST dataset.

pytorch-the-hard-way

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

question_generation

Neural question generation using transformers

random-ml

This repo contains random ml task or implementation of some machine learning projects

scooter-direction-test

songnet

A reasonable lyric generator, using GANs

student-performance-analysis