Sayantanee SeninAnalytics VidhyaGuide to deploy Streamlit ML Web Apps on AWS EC2By the end of this article you should be able to deploy and showcase your ML models on a web server.Jun 11, 2022Jun 11, 2022
Sayantanee SeninAnalytics VidhyaAn intuitive approach to Gradient DescentIn this article we will try to understand the gradient descent algorithm and the mathematics that goes behind it.May 29, 2022May 29, 2022
Sayantanee SeninAnalytics Vidhya3 Tricks to write code in a Pythonic wayWith the growing edge technology demand in fields like Data Analytics, Data Visualization, Machine Learning, Web Development and Game…Jul 13, 2021Jul 13, 2021
Sayantanee SeninAnalytics VidhyaNo more confusion between apply(), map() and applymap()Do you find yourself often confused between Python’s apply() , map() and applymap() functions? Well, let us spend few minutes to…Jul 13, 2021Jul 13, 2021
Sayantanee SeninAnalytics VidhyaA deep dive into Principal Component Analysis (PCA)Understanding the Mathematics and Stats behind PCAOct 3, 20201Oct 3, 20201