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bert-classifier

cyclic-features-ml

eda-pandas-profiling

Descriptive and efficient way to produce EDA reports in no time.

facial-detection-recognition

Face detection and recognition using single image.

fintech-feature-extraction

fintech-problem-solution

hotel-booking-python-sql

Getting answers based on monthly hotel booking data.

image-augmentation-keras-tf

A demo to increase the dataset size for deep learning using augmentation techniques such as rotation, width_shift, height_shift, shear, zoom, horizontal etc.

image-classification-pretrained-model

keras-image-classification

linear-regression-assumptions-test

logistic-regression-performance

machine-learning-pipelines

From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.

machine-learning-techniques

mlclassifiers

ner-bilstm

neural-style-transfer

Convert an image to a new image with style.

nlp-text-mining-working-examples

Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction, Word Count with PySpark, Text Preprocessing

nlp-word2vec-cbow-example

nlp-wordcloud-books-summary

recommender-system-restaurant

simple-deep-dream

It creates hallucination effect using Deep learning techniques and give you a sense of dreaming.

stanford-coursera-ml

Machine Learning by Andrew Ng

tensorflow-language-classification

Computer language classification model with 97% accuracy.

tensorflow-serving

timeseries-python

AutoRegressive(AR), Moving Average(MA), AutoRegressive Integrated Moving Average(ARIMA) Model

trivago-booking-classification

twitter-network-json-sqlite

twitter-sentiment-analysis

univariate-analysis