Shreya GoyalinGeek CultureFinding Optimal epochs using K-Fold for Transformer Models.Usually fine-tuning a pre-trained Transformer model on some downstream task such as Text Classification may result in overfitting if the…3 min read·Feb 9, 2023--1--1
Shreya GoyalinGeek CultureOptimization Techniques for better and faster Model Training.Model Training basically involves learning an equation that minimizes the loss between the actual and predicted value. By learning an…6 min read·Apr 25, 2022----
Shreya GoyalinPython in Plain EnglishHow to Write Better Code in PythonCode conventions, and libraries to use while writing codes in Python which will make your code consistent, efficient, and easy to…7 min read·Mar 17, 2022----
Shreya GoyalinPython in Plain EnglishLast-Minute Touchups for Better Code Quality in PythonImprove code readability with these simple tools.3 min read·Mar 10, 2022--1--1
Shreya GoyalinGeek CultureML Loss Functions: An OverviewWhat’s a Loss Function? It’s a method of evaluating how well your algorithm models your dataset. If the Loss is more , it means you need…6 min read·Oct 28, 2021----
Shreya GoyalinPython in Plain EnglishAuthenticating Jira Rest API in Python and Creating Issues: OAuthOAuth(Open Authentication) is basically a secure gateway for 2 unrelated services to authenticate an asset.2 min read·Nov 3, 2020----