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Hi there 👋

Here you can find the source code of my Medium articles, repositories for some MOOCs and Nanodegree programs, and a bunch of awesome forked repositories.

Find me elsewhere 💻

Idil Ismiguzel's Projects

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

deepnn-speech-recognizer icon deepnn-speech-recognizer

Building a deep neural network that functions as part of an end-to-end automatic speech recognition pipeline

fashion-mnist icon fashion-mnist

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

hmm-tagger icon hmm-tagger

Hidden Markov Model Part of Speech tagger project

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

part-of-speech-tagger icon part-of-speech-tagger

Build a Hidden Markov Model (HMM) model for part of speech tagging with a universal tagset.

workshop icon workshop

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

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