atul6876
I am a Data Science, BI & Analytics professional, with over 5 years of work experience.
InfosysLondon, United Kingdom
Pinned Repositories
atul6876.github.io
Data Science Portfolio
Diabetic_Retinopathy_Detection
This repo contains code and associated files for the Diabetic Retinopathy Detection project that I mentored few student on.
Dogs_vs_Cats_CNN_keras
Classic binary image classification using Convolutional Neural Network Model built using Keras with TensorFlow backend.
House-Price-Prediction
Predicting the value of houses based on a number of variables. High-demensionality in the data, requires extensive feature engineering
Img_classification_Ganesha_Buddha
Image classifier built upon the VGG16 model design and trained weights (modified for binary classification).
Mask_RCNN
Instance Segmentation - First steps in machine vision
NYT_Topic_Modeling
Topic Modeling on New York Times's April 2017 articles (text used- headline and snippet)
Quora_Insincere_Question_Classification
Predicting insincere questions based on the text content (A binary classification problem). A kaggle competition problem from Quora. Imbalanced dataset, with only about 6% questions labeled as insincere.
Restaurant_Revenue_Prediction
Annual sales prediction for potential restaurants based on Demographic data, Real estate data, and Commercial data.
Titanic
Binary Classfication Problem
atul6876's Repositories
atul6876/Dogs_vs_Cats_CNN_keras
Classic binary image classification using Convolutional Neural Network Model built using Keras with TensorFlow backend.
atul6876/Img_classification_Ganesha_Buddha
Image classifier built upon the VGG16 model design and trained weights (modified for binary classification).
atul6876/NYT_Topic_Modeling
Topic Modeling on New York Times's April 2017 articles (text used- headline and snippet)
atul6876/atul6876.github.io
Data Science Portfolio
atul6876/Diabetic_Retinopathy_Detection
This repo contains code and associated files for the Diabetic Retinopathy Detection project that I mentored few student on.
atul6876/House-Price-Prediction
Predicting the value of houses based on a number of variables. High-demensionality in the data, requires extensive feature engineering
atul6876/Mask_RCNN
Instance Segmentation - First steps in machine vision
atul6876/Quora_Insincere_Question_Classification
Predicting insincere questions based on the text content (A binary classification problem). A kaggle competition problem from Quora. Imbalanced dataset, with only about 6% questions labeled as insincere.
atul6876/Restaurant_Revenue_Prediction
Annual sales prediction for potential restaurants based on Demographic data, Real estate data, and Commercial data.
atul6876/Titanic
Binary Classfication Problem