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Jalaj Thanaki (@jalajthanaki)

jalajthanaki

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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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medical_notes_extractive_summarization

Extractive summarizationof medical transcriptions

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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