Machine learning Box

Imagine a box where you put all of your machine learning stuff, Here it is. [WIP] will update the structure Bias vs Varience Metrics Precision Recall Accuracy F1-score Cross-Validation How do you choose which cross validation technique will be used for your project. THink about how your model will be sued and interact with the data in a deployed setting. if the dataset is huge, use Hold-out, which is basically 80-20 method ...

August 28, 2024 · 1 min · shekhar

AWS Lambda function for Data Scientist using Python.

Introduction The post is a quick guide on “How we could use AWS lambda services to deploy some standalone task”. This is really helpful when we dont have to buy instances for such task. By using word task, I mean scripts, that could scrap data, or a cron job data aggregator. The BEST thing about the cron job is that , it is way cheaper. A million hits by lambda function is Free in AWS. ...

June 11, 2020 · 6 min · shekhar

Create your own Blog Post

Introduction I want to create a Blog. But there are some conditions that I want: Easy/simple to create The UI should match my style. Based on Git, for future reference. ...

May 31, 2020 · 5 min · shekhar