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followers: 46.0 following: 6.0 repos: 18.0 gists: 0.0

Name: Advait Save

Type: User

Company: The Boston Consulting Group

Bio: MS in Data Science, IUB | Data Scientist at The Boston Consulting Group & Mu Sigma

Location: Bengaluru

Blog: https://www.linkedin.com/in/advait-save/

Advait Save's Projects

churn-classification-model-selection

A comprehensive Churn Classification solution aimed at laying out the steps of a classification solution, including EDA, Stratified train test split, Training multiple classifiers, Evaluating trained classifiers, Hyperparameter tuning, Optimal probability threshold tuning, model comparison, model selection and Whiteboxing models for business sense. (Python)

cnn-image-classification-and-flask-deployment

CNN based Image Classification on CIFAR-10 dataset, along with data augmentation and deployment of the trained CNN model using Flask. (Python)

deepposekit

a toolkit for pose estimation using deep learning

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

fakenewsnet

This is a dataset for fake news detection research

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

introduction-to-time-series-forecasting-python

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

jalpc

🍎Jalpc -- A flexible Jekyll theme, 3 steps to build your website.

loandefault-prediction

Lending Club Loan data analysis

lstm-embeddings-text-classification-quora

Bidirectional LSTM text classification using Tensorflow 2 GPU for Quora Insincere Questions Classification competition on Kaggle

medical-imaging-semantic-segmentation

This repository contains UNet and ICNet implementations for semantic segmentation of nuclei images, from Kaggle's 2018 Data Science Bowl

multiclass-semantic-segmentation-camvid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

py_isear_dataset

The International Survey on Emotion Antecedents and Reactions as a python dataset for MachineLearning

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

speech_denoising

Speech denoising using various neural network architectures

stats-learning-notes

Notes from Introduction to Statistical Learning

text-preprocessing-and-classification

IMDB Movie Reviews - Text preprocessing and classification. Includes BOW model, TF_IDF, VADER entiment analysis, Topic Modelling using Latent Dirichlet Allocation and Word Embeddings. (Python)

unify-emotion-datasets

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

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