Prasenjit ChowdhuryData Engineering: The Backbone of Effective Data ScienceIn the ever-evolving world of data-driven decision-making, data science has taken center stage. Its ability to uncover valuable insights…Oct 9, 2023Oct 9, 2023
Prasenjit ChowdhuryUnderstanding Software Builds: Base Builds vs. Custom BuildsIn the world of software deployment, building and delivering applications efficiently is paramount. A critical aspect of this process is…Oct 7, 2023Oct 7, 2023
Prasenjit ChowdhuryDeployment of Machine Learning Models: On-Premises and in the CloudIn the rapidly evolving field of machine learning, creating a powerful model is just the beginning. To make the most out of your machine…Sep 24, 2023Sep 24, 2023
Prasenjit ChowdhuryNavigating the ML Ops Landscape: A Comprehensive Guide for Aspiring Data ScientistsMachine Learning Operations, or ML Ops, stands at the intersection of data science and practical application. This blog will serve as your…Sep 24, 2023Sep 24, 2023
Prasenjit ChowdhuryData Modeling for Restaurant Success PredictionIntroductionSep 24, 2023Sep 24, 2023
Prasenjit ChowdhuryBranch Cut — Software DeploymentIn the context of software deployment, a “branch cut” refers to a specific point or action taken during the release process of a software…Jul 5, 2023Jul 5, 2023
Prasenjit ChowdhuryUnderstanding Logistic Regression: Predicting Class Probabilities with an Example# Importing the necessary libraries import numpy as np import matplotlib.pyplot as plt from sklearn.linear_model import LogisticRegressionJun 19, 2023Jun 19, 2023
Prasenjit ChowdhuryDecoding the Decision Tree Model: A Powerful Tool for Predictive AnalyticsIn the realm of machine learning and data analysis, decision trees have emerged as a versatile and intuitive modeling technique. Decision…Jun 19, 2023Jun 19, 2023
Prasenjit ChowdhuryUnraveling the Power of Decision Trees: A Step-by-Step Guide to Predictive Modeling# Step 1: Create a simple dataset data = { ‘Age’: [25, 35, 45, 22, 30, 32, 28, 40, 55, 38], ‘Income’: [50000, 75000, 90000, 55000, 60000…Jun 19, 2023Jun 19, 2023
Prasenjit ChowdhuryUnleashing the Power of Random Forest: An Ensemble Learning MarvelIn the vast landscape of machine learning, random forest has emerged as a powerful and versatile ensemble learning method. Random forest…Jun 19, 2023Jun 19, 2023
