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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

advanced-house-price-prediction-

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

clusterpy

Library of spatially constrained clustering algorithms

course-v3

The 3rd edition of course.fast.ai

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

coursera-practical-data-science-specialization

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

datasciencecheatsheet

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

deep-learning-specialization

This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai

deepore

Deep learning for rapid characterization of porous materials

dlaicourse

Notebooks for learning deep learning

event-tracking

a system for tracking events

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

fastbook

The fastai book, published as Jupyter Notebooks

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.

machine-learning-engineering-for-production-mlops-specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

machine-learning-in-biotechnology-and-life-sciences

Machine Learning in Biotechnology using Python, published by Packt

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

ml_example_notebooks

natural-language-processing-specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

neural-nets

Source code to go with my introductory video on neural nets in python

openpnm

A Python package for performing pore network modeling of porous media

pandas-data-science-tasks

Set of real world data science tasks completed using the Python Pandas library

porespy

A set of tools for characterizing and analying 3D images of porous materials

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

sklearn

Data & Code associated with my tutorial on the sci-kit learn machine learning library in python