Avishek Nag – Medium

Avishek Nag

Avishek Nag
in
Towards Data Science

Bayesian Approach and Model Evaluation

Evaluate & Compare models with Bayesian metrics, determine right parameters with an introduction to Bayesian Modelling approach

Feb 2, 2022

Bayesian Approach and Model Evaluation

Feb 2, 2022

Avishek Nag
in
Towards Data Science

Reinforcement Learning vs Bayesian Optimization: when to use what

A comparative study of RL vs Bayesian approach for optimization solution

Jun 30, 2021

Reinforcement Learning vs Bayesian Optimization: when to use what

Jun 30, 2021

Avishek Nag
in
Towards Data Science

Bayesian Optimization: A step by step approach

An explanation of Bayesian Optimization with statistical details

Jun 15, 2021

Bayesian Optimization: A step by step approach

Jun 15, 2021

Avishek Nag
in
Towards AI

Stock Price Change Forecasting with Time Series: SARIMAX

High level understanding of Time Series, stationarity, seasonality and modeling with SARIMAX

Sep 16, 2020

Stock Price Change Forecasting with Time Series: SARIMAX

Sep 16, 2020

Avishek Nag
in
Towards AI

Deploying ML Models in Production: Model Export & System Architecture

Understanding model export mechanisms, lightweight integration, offline & online model hosting techniques

Sep 2, 2020

Deploying ML Models in Production: Model Export & System Architecture

Sep 2, 2020

Avishek Nag
in
Towards AI

Image Classification using Deep Learning & PyTorch: A Case Study with Flower Image Data

Classifying Flower images using Convolutional Deep Neural Network with PyTorch library

Aug 5, 2019

Image Classification using Deep Learning & PyTorch: A Case Study with Flower Image Data

Aug 5, 2019

Avishek Nag
in
Towards AI

Text Classification by XGBoost & Others: A Case Study Using BBC News Articles

Comparative study of different vector space models & text classification techniques like XGBoost & others

Jul 3, 2019

Text Classification by XGBoost & Others: A Case Study Using BBC News Articles

Jul 3, 2019

Avishek Nag
in
Towards AI

Multi-Label Text Classification Using Scikit-multilearn: a Case Study with StackOverflow Questions

Designing a multi-label text classification model which helps to tag stackoverflow.com questions with different topics

Jun 30, 2019

Multi-Label Text Classification Using Scikit-multilearn: a Case Study with StackOverflow Questions

Jun 30, 2019

Avishek Nag
in
Towards AI

Understanding Multi-Label classification model and accuracy metrics

Theory behind multi-label/multi-tagging model, different umbrella classification schemes and accuracy metric analysis

Jun 28, 2019

Understanding Multi-Label classification model and accuracy metrics

Jun 28, 2019

Avishek Nag
in
Towards AI

Prediction of Relative Locations of CT Slices in CT Images

Predicting the relative location of CT slices on the axial axis of the human body using regression techniques on very high-dimensional data

Jun 9, 2019

Prediction of Relative Locations of CT Slices in CT Images

Jun 9, 2019

Avishek Nag

Avishek Nag

Machine Learning, Statistical Analysis, Survival Analysis, Stochastic Computational Finance | Author of ML, Survival Analysis with Python

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