Apr 23Finding Negation in a text is a very tough job. Don’t worry, Spacy is there!Like many more NLP tasks, finding negation in a text is a very tough job, which I have faced a lot of time in my career. I tried different syntactical approaches to capture it, but nothing worked well upto my expectation level. The accuracy was pretty low. But after I…NLP3 min readNLP3 min read
Feb 28, 2022LUX — The next level of EDA sophistication“Exploratory data analysis is an attitude, a state of flexibility, a willingness to look for those things that we believe are not there, as well as those that we believe to be there.” — John W Tukey The importance of Data Visualization as a part of Exploratory Data Analysis, cannot…Eda5 min readEda5 min read
Aug 22, 2021Airflow and MLFlow IntegrationAirflow Airflow is a platform to programmatically author, schedule and monitor workflows. Use Airflow to author workflows as Directed Acyclic Graphs (DAGs) of tasks. The main 4 components of Airflow are Webserver, Scheduler, Executer, and Metadata Database. The details about these 4 components can be found here Now the fact is…Airflow6 min readAirflow6 min read
Published inAnalytics Vidhya·May 2, 2020Social Media Analytics in Pharma-Use Case (Part-1)In today’s era Social Media is contributing a major part in all aspects of Life and Businesses. Its even has put its notable foot marks in Healthcare and Pharma industry too. The newly generated data and various analytics engines are helping the Pharma industry to discover more personalized drugs which…Machine Learning4 min readMachine Learning4 min read
