Author Archives: Bhoomika Madhukar - Page 4
In this article, we will learn about what CBOW is, the model architecture and the implementation of a CBOW model on a custom dataset.
The post The Continuous Bag Of Words (CBOW) Model in NLP – Hands-On Implementation With Codes appeared first on Analytics India Magazine.
In this article, we will learn how to build a selfie capture application that automatically clicks pictures of you when you smile.
The post Selfie Capture When We Smile – My Fun Project Using OpenCV appeared first on Analytics India Magazine.
In this article we will learn about:
What is the What-If tool?
What are the features of this tool?
Walkthrough with a sample dataset.
The post Demonstration Of What-If Tool For Machine Learning Model Investigation appeared first on Analytics India Magazine.
In this article, we will learn about the implementation of face filters using a 68 point landmark detector and OpenCV.
The post How to Build Your Own Face Filter With OpenCV? appeared first on Analytics India Magazine.
In this article, we will:
Learn the different techniques to avoid overfitting of the model and Implement these techniques to a deep learning model
The post How To Avoid Overfitting In Neural Networks appeared first on Analytics India Magazine.
In this article, we will learn about the architecture of Rapid Miner tool and learn the step by step approach to using the tool to build a machine learning model.
The post Tutorial on RapidMiner – A Tool for Machine Learning Without Coding appeared first on Analytics India Magazine.
In this article, we will use this tool for data pre-processing, visualisation and analysis as well as model development. Let’s get started.
The post Let’s Learn Dabl: A Python Tool for Data Analysis and ML Automation appeared first on Analytics India Magazine.
In this article, we will learn about
What are Markov chains?
The model
Implementation of a predictive text generator using Markov chains.
The post Hands-On Guide To Markov Chain For Text Generation appeared first on Analytics India Magazine.
In this article, we will learn about
What are Markov chains?
The model
Implementation of a predictive text generator using Markov chains.
The post Hands-On Guide To Markov Chain For Text Generation appeared first on Analytics India Magazine.
In this article, we will focus on understanding how to overcome overfitting with adversarial validation and implement this on a sample dataset.
The post Guide To Adversarial Validation To Reduce Overfitting in Machine Learning appeared first on Analytics India Magazine.