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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

ai-for-climate-change

a collection of Jupyter notebooks and associated code that covers the fundamental concepts of deep learning and its application to climate change problems. This repository contains a range of materials to help you understand the basics of deep learning and its practical implementation using TensorFlow.

ai-for-medicine-specialization

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bert

TensorFlow code and pre-trained models for BERT

cifar10_augmentation

In this notebook, we train a CNN on augmented images from the CIFAR-10 database.

class-activation-map

code-examples-protocol

code-lab-ml

cs230-deep_learning_specialization

data-science

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-1

denoising

they can be used to denoise images quite successfully just by training the network on noisy images. We can create the noisy images ourselves by adding Gaussian noise to the training images, then clipping the values to be between 0 and 1. We'll use noisy images as input and the original, clean images as targets.

education-toolkit

Educational materials for universities

face_generation

fsdl-text-recognizer-project

Lab materials for the Full Stack Deep Learning Course

gan-with-mnist

GAN with mnist using dense layers

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gradio

Create UIs for your machine learning model in Python in 3 minutes

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.

intro-self-driving-cars-udacity

intro-to-self-driving-cars

Udacity ND113 course code

keras

Deep Learning for humans

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-for-climate-change-

machine-learning-from-zero-to-hero-bootcamp-v1

machine_learning_bootcamp

machine_learning_bootcamps