Author Archives: Bhoomika Madhukar - Page 5
In this article, we will explore the different features of pivot table js and analyse the data in our dataset.
The post How To Implement Drag And Drop Feature In Jupyter Notebook With Pivot Table appeared first on Analytics India Magazine.
This article deals with an overview of what pyjanitor is, how it works and a demonstration of using this package to clean dirty data.
The post Beginners Guide to Pyjanitor – A Python Tool for Data Cleaning appeared first on Analytics India Magazine.
In this article we will look into
why MXNet?
A complete overview of MXNet
Implementation of MXNet on random data.
The post MXNet Tutorial: Complete Guide with Hands-On Implementation of Deep Learning Framework appeared first on Analytics India Magazine.
This article is a demonstration of how simple and powerful transfer learning models are in the field of NLP. We will implement a text summarizer using BERT that can summarize large posts like blogs and news articles using just a few lines of code.
The post Hands-on Guide To Extractive Text Summarization With BERTSum appeared first on Analytics India Magazine.
In this article, we will introduce a library called Pycaret to build the machine learning model, a library called streamlit to efficiently build a dashboard for the project and finally, and finally, we will deploy this application to Heroku.
The post Guide To Building And Deploying ML Web Applications Using Pycaret, Streamlit and Heroku appeared first on Analytics India Magazine.
In this article, we will learn about an augmentation package for machine learning specifically using the PyTorch framework called Albumentation.
The post Hands-on Guide To Albumentation – Python Library for Image Augmentation appeared first on Analytics India Magazine.
The conditional generative adversarial networks are an extension of DCGANs where the images are generated based on a certain condition. The generation of images can be conditional on a class which allows a particular type of images to be generated. Like a DCGAN architecture, cGAN also comprises a generator and a discriminator that is built…
The post How To Convert A Sketch Into Colored Image Using Conditional GAN appeared first on Analytics India Magazine.
Through this article, we will demonstrate how the Deep Convolutional GAN (DCGAN) can be used to generate the new car models when trained on the dataset having images of car models.
The post Hands-On Guide To Generate Car Models Using Deep Convolutional GAN appeared first on Analytics India Magazine.
The human face has been a topic of interest for deep learning engineers for quite some time now. Understanding the human face not only helps in facial recognition but finds applications in facial morphing, head pose detection and virtual makeovers. If you are a regular user of social media apps like Instagram or Snapchat, have…
The post Step By Step Guide To Stabilize Facial Landmarks In A Video Using Dlib appeared first on Analytics India Magazine.
How I used Bidirectional Encoder Representations from Transformers (BERT) to Analyze Twitter Data
In this article, we will talk about the working of BERT along with the different methodologies involved and will implement twitter sentiment analysis using the BERT model.
The post How I used Bidirectional Encoder Representations from Transformers (BERT) to Analyze Twitter Data appeared first on Analytics India Magazine.