jalajthanaki/medical_notes_extractive_summarization

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jalajthanaki/medical_notes_extractive_summarization

jalajthanaki

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Extractive summarizationof medical transcriptions

NLPython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

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credit-risk-modelling

Credit Risk analysis by using Python and ML

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Customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

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Awesome_Machine_Learning_Solutions

A curated list of repositories for my book Machine Learning Solutions.

Movie_recommendation_engine

This repository contains the code for building movie recommendation engine.

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Customer_lifetime_value_analysis

Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.

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Job_recommendation_engine

This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset

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DataScience_Interview_Seminar

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview

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cheat_sheets_of_python_libraries

This repository contains the bunch of cheat sheets of diffenrent python libraries which are used in order to develop data science application.

Facial_emotion_recognition_using_Keras

I have used FER2013 dataset and try to build the Facial emotion recognition using Keras

Real_time_object_detection_with_YOLO

This repository contains the code for real-time object detection.I have used darkflow and YOLO pre-trained model.

stock_price_prediction

DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices

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Basic_job_recommendation_engine

This is base-line approach for building job recommendation engine

POS-tag-workshop

Understanding of POS tags and build a POS tagger from scratch

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Basic_Ecommerce_Recomendation_System

This repository contains the code for basic kind of E-commerce recommendation engine. By using the concept of TF-IDF and cosine similarity, we have built this recommendation engine.

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Chatbot_Rule_Based

Built the chatbot using rule-based approach.

Get_Jobs_in_Data_Science

Introduction and Career Guide for Data Science enthusiasts

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Sentiment_Analysis

I have built a model which will predict the sentiment of movie reviews. I used Naive-Bayes, SVM, and RNN+LSTM based model to obtain really good result.

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Real_time_object_detection

This repository contains the code for real-time object detection. I'm using video stream coming from webcam. MobileNet-SSD and OpenCv has been used as base-line approach. TensorFlow object detection API has been used in revised approach.

Simplify_Logistic_Regression

This repository contains the code for building Logistic Regression from scratch

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Customer_churn_analysis

Predicting customer churn using scikit-learn

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Chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

HarryPotter2Vec

This repository is contains the Word2Vec model for Harry Potter series.

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Linear-Regression-Workshop

This is the code for the "Introduction to Data Science and How to Do Linear Regression" workshop session by Jalaj Thanaki at IIT-Bombay on 24th August, 2017

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Pune_meetup

Workshop content for Pune Artificial Intelligence meetup and Pune Machine Learning meetup

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DQN_FlappyBird

We used Deep Q Network algorithm the buit the gaming bot for Flappy Bird.

Book_recommendation_system

This repository contains code for recommendation engine. This recommendation engine is for recommending books.

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SpaceInvaders_gamingbot

Used DQN (Deep Q Network) in order to build the gaming bot

Facial_emotion_recognition_using_TensorFlow

I have used FER2013 dataset and try to build the Facial emotion recognition using TensorFlow

Q_learning_for_simple_atari_game

This repository contains the code which can help us to understand how q-learning algorithm can be applied to build simple video game bot.

Atari_pong_gaming_bot

This gaming bot is built using simple neural network architecture

Pytorch_sign_classification

Classification of 0 to 5 digits using PyTorch

Chatbot_based_on_bAbI_dataset_using_Keras

Built the chatbot based on bAbI dataset using Keras

Face_recognition

This repository contains the code for face recognition using library face_recognition. This library is using HOG algorithm to identify the human faces.

Amazon_review_summarization

The repository contains the code which can summarize Amazon's review

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