How to build a Knowledge Graph : part-1
What is a Knowledge graph ? A knowledge graph is typically built on top of the existing databases to link all data together at web-scale… Read More »How to build a Knowledge Graph : part-1
Demystifying Class Imbalance in Datasets – with R
Class Imbalance Class Imbalance is when the prediction/Target classes are largely skewed, or few of the classes have distinctly lower sample size than the dominant… Read More »Demystifying Class Imbalance in Datasets – with R
Deep Learning on multi-label text classification with FastAi
A multi-label classification has multiple target values associated with dataset. Here we are predicting probability of each class instead of predicting a single class. In… Read More »Deep Learning on multi-label text classification with FastAi
Sentiment Analysis with Deep Learning and FastAi
Sentiment Analysis is the process to identify and extract subjective information from text files for determining the emotional tone behind a series of words, used to… Read More »Sentiment Analysis with Deep Learning and FastAi
What will Elon Musk tweet next: Generating tweets with Deep Learning
Today we will practice Language Processing with Deep Learning. We will use transfer learning here, to fine tune our neural network that has been trained… Read More »What will Elon Musk tweet next: Generating tweets with Deep Learning
Certification: Data-Driven Decision Making in SQL
Certificate link: https://www.datacamp.com/statement-of-accomplishment/course/2d5658620c4b49bcde7bf4681cd6b09e152d324a?share=true
Certification: SQL for EDA
Certification Link: https://www.datacamp.com/statement-of-accomplishment/course/b264d83e704c54100cbc9926759aa06348364dd9?share=true
How to apply Deep Learning on tabular data with FastAi
It’s a common sentiment that Deep Learning is only good for images and language models. This post is about using Deep Learning on tabular data,… Read More »How to apply Deep Learning on tabular data with FastAi
Certification – Introduction to SQL for Data Science
Certificate details: https://www.datacamp.com/statement-of-accomplishment/course/ee280fcf07a6071ad20c8aebfddd870d943cc7bd
Most important metrics for measuring a startup’s growth
The best thing about working at a young startup is that we really work on a lot of things. Kudos to my team mates –… Read More »Most important metrics for measuring a startup’s growth
Sydney Data Engineering Meetup – From newbie to Data Engineer
Another great opportunity to speak at the Sydney Data Engineering meetup on getting started with Data Engineering. https://www.meetup.com/en-AU/Sydney-Data-Engineering-Meetup/events/260244348/ Slides: Nikita-Data-Engg-Meetup
Strategies for Productionizing our Machine Learning Models
So you have written your best machine learning code, and have now tuned the model for the best accuracy. Now what? How would you deploy… Read More »Strategies for Productionizing our Machine Learning Models