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apache-spark-spark-streaming-pyspark-

Big Data Streaming project with Apache Spark in pySpark, please see python file and the notebook.

big-data-analytics

chatbot_tensorflow

chatbot built with tensorflow

end-to-end-machine-learning-model-with-mllib-in-pyspark

end-to-end Machine Learning model with MLlib in pySpark, For a Binary Classification problem with Imbalanced Classes

euro_language_detector

this project demostrates how to build a language detector with %100 accuracy. plz see the comments in the notebook

fsdl-text-recognizer-project

impact-of-social-media-on-box-office-data-science-project

multi-class-text-classification----random-forest

this machine learning program is designed to classify multi-class categories of the text. it can be tested on any type of textual datasets. the size of the dataset this program was tested is about 3500 commit messages with 5 different labels. the classifier was evaluated by the claculated precision of 0.96, and recall of 0.94.

named-entity-recognition_deeplearning-keras

complete Jupyter notebook for implementation of state-of-the-art Named Entity Recognition with bidirectional LSTMs and ELMo

recommender-system-lightfm

scalable Recommeder System for e-commerece using LightFM package in python

rest_django

some crud operations with django rest frmawork

sam2017_g4

toolshare

final group project, Rochester Institute of Tech

tosdr-build

System to generate ToS;DR projects

ulmfit-application-of-transfer-learning-in-nlp-on-down-stream-tasks

this colab notebook shows how to apply transfer learning in NLP to a down stream task (sentiment analysis of Airline Tweets). please see the notebook for more details.