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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! 😀)

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deepschool.io

Deep Learning tutorials in jupyter notebooks.

effectivetensorflow

TensorFlow tutorials and best practices.

gcp-samgu

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

image-recognition-with-deep-learning

Image Classifier using Transfer Learning

keras-gates-vs-bezos-image-classifier

Hours of step by step training using keras to do image classification using convnets from scratch, transfer learning and fine tuning. We also review visual similarity strategies and handle 2 use cases: Jeff Bezos vs Bill Gates, then Border Collie vs Yellow Lab. Not an academic treatise, just hands on fun and really good explanations about how to get productive real fast!

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

learningdl

三个月教你从零入门深度学习Tensorflow版配套代码

matplotlib-tutorial

Matplotlib tutorial for beginner

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

tensorflow-101

TensorFlow Tutorials

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

transfer-learning-in-keras---custom-data

Implementing Transfer Learning for custom data using VGG-16 and Resnet-50

unet

unet for image segmentation