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applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

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 Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence-deep-learning-machine-learning-tutorials-1

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

awesome-mlops

A curated list of references for MLOps

course-gitbook

Full Stack Deep Learning Online Course

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning.ai-natural-language-processing-specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

invoicenet

Deep neural network to extract intelligent information from PDF invoice documents.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

pytorch-deep-learning-template

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

tensorflowobjectdetectiontutorial

A tutorial on object detection using TensorFlow

text-detection-using-detectron2

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker