Posts

Showing posts with the label Machine Learning

How I got Machine Learning Job

This is first article in Machine Learning Series. I would like to give an introduction on how i have learnt ML and moved to ML job position from other working profile.I would like to share with you on how i have learnt ML through Online Courses, Projects and other materials. I am going you share you those links as well. My First ML Course ¶ I completed my Masters in Control Systems in 2014 and started my professional career in an Automotive Company. I have no background of Machine Learning till then. But, both of my roommates are placed in DataScience companies and they started discussing on how amazing Machine Learning is and all the wonders it would be able to do. This has motivated me to learn Machine Learning and when i asked them, they suggested an Online Course Machine Learning by Andrew NG which is available on Coursera. https://www.coursera.org/learn/machine-learning? Andrew NG is a well known Professor in this field and his lectures , in this cou...

COVID-19 Open Research Data Challenge - QA Model Solution

Image
I would like share you my experience on participating in COVID-19 Open Research Dataset Challenge (CORD-19) hosted on Kaggle. Dataset Details: As part of challenge, Cord19 Dataset published by AllenAI Institute has been provided. Dataset Name: Allen Covid19 dataset Dataset link: https://www.semanticscholar.org/cord19/download Dataset Update rate: Daily Content: Parsed Document: Contains json files extracted from the articles and publications related to covid-19 in Allen Dataset i.e., PubMed, WHO research articles , bioRxiv and medRxiv Cord19-Embeddings: Embeddings extracted from the SPECTER Paper Embeddings Metadata: Metadata for this dataset Task List: There are 18 tasks available for this challenge. Our team has explored three of those tasks which are listed below: https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge/tasks?taskId=570 https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge/tasks?taskId=583 https://www.kaggle.com/allen-institut...