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Prasun Biswas

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Walmart Global Tech Blog

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Prasun Biswas

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Mar 1, 2024

Fundamentals of Causal Discovery and Causal Impact Analysis

Why Causal Analysis?

Fundamentals of Causal Discovery and Causal Impact Analysis

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TDS Archive

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Prasun Biswas

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Nov 15, 2022

Genetic Algorithm — An Optimization Approach

An introduction to optimization using genetic algorithms and implementations in R

Genetic Algorithm — An Optimization Approach

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TDS Archive

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Prasun Biswas

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Jul 1, 2021

Basic Concepts of Natural Language Processing (NLP) Models and Python Implementation

In the data science domain, Natural Language Processing (NLP) is a very important component for its vast applications in various…

Basic Concepts of Natural Language Processing (NLP) Models and Python Implementation

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TDS Archive

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Prasun Biswas

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Jun 18, 2021

Importance of Loss functions in Deep Learning and Python Implementation

We know in neural networks, neurons work with corresponding weight, bias and their respective activation functions. The weights get…

Importance of Loss functions in Deep Learning and Python Implementation

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TDS Archive

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Prasun Biswas

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Jun 8, 2021

Intuitions behind different Activation Functions in Deep Learning

Derivatives, Advantages, Disadvantages, Python implementation and Use cases

Intuitions behind different Activation Functions in Deep Learning

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TDS Archive

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Prasun Biswas

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Jun 7, 2021

AI/ML Model Validation Framework

It’s more than a simple MRM issue

AI/ML Model Validation Framework

Prasun Biswas

·

Mar 17, 2021

Latent Dirichlet Allocation (LDA): The instinctive intuition, underlying maths and python…

LDA research papers are not difficult to understand after all…

Latent Dirichlet Allocation (LDA): The instinctive intuition, underlying maths and python…

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TDS Archive

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Prasun Biswas

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Feb 9, 2021

Statistical Prophecy and the Art of Forecasting

Using Facebook’s Prophet for Balance Forecasting

Statistical Prophecy and the Art of Forecasting

Prasun Biswas

·

Dec 13, 2020

Mining the “Influencers” using Graph Neural Networks (GNN)

Written by Prasun Biswas and Chandan Durgia

Mining the “Influencers” using Graph Neural Networks (GNN)

Prasun Biswas

·

Aug 24, 2020

Error Correction Model (ECM): An Intuitive Guide

Take a moment and think about our behaviors (conduct), one might push oneself to be someone he/she is not for a day or two, but again one…

Error Correction Model (ECM): An Intuitive Guide

Prasun Biswas

Prasun Biswas

Writes about Data Science and Machine Learning | 10 years of industry experience | Get in touch: https://www.linkedin.com/in/prasun-biswas-254a5b78/

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