Hi I am Kurian, this blog is a place where I talk about Machine learning extensively and share what I learn along the way.

I am Kerala, India which has awesome monsoon seasons.

My Posts

• How well does CLIP models classify corn seeds?

  How well does CLIP models perform in a real world kaggle competition and is zero-shot image classification great?

  Oct 26, 2022

• Practical Deep Learning for Coders Course - Paddy Disease Classification competition

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai.

  Aug 4, 2022

• Practical Deep Learning for Coders Course - Tabular Models (Linear Regression & Random Forests)

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So off to week 5, where we will get started playing with tabular models.

  Jul 28, 2022

• A strange bug when using fastai library with Weights & Biases

  When I was using fastai library along with weights & biases callback to track my model training, I noticed a strange error when inferencing the same models created with fast.ai library. Let's figure out the issue ...

  Jul 26, 2022

• Building a baseline model for Malayalam Text Classification

  Simple baseline model with Logistic Regression gave an accuracy close to 87-89% validation accuracy in a private dataset.

  Jun 4, 2022

• Starting an open-source project - Malayalam Text Classifier

  May 30, 2022

• Installing Python Packages & setting up libraries for Data Science - the right way

  May 28, 2022

• Quickly trying out a NLP model for Kaggle Competition

  May 23, 2022

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  Practical Deep Learning for Coders Course - Lesson 4

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So off to week 4, where we will get started with NLP and transformers

  May 19, 2022

• Practical Deep Learning for Coders Course - Lesson 3

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So off to week3 where we learn more how neural networks and say the C word while learning neural networks ...

  May 10, 2022

• Practical Deep Learning for Coders Course - Lesson 2

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So off to week2 where we learn about productionizing ML models and how to get good accuracy.

  May 3, 2022

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  Music genre classifier using fast.ai

  A side-project done while attending Practical Deep Learning for Coders Course

  May 1, 2022

• Practical Deep Learning for Coders Course - Lesson 1

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So off to week1.

  Apr 26, 2022

• Practical Deep Learning for Coders Course - Lesson 0

  This blog-post series captures my weekly notes while I attend the fastaiv5 course conducted by University of Queensland with fast.ai. So without further adieu, let's go!

  Apr 26, 2022

• Building a fine-tuned translation system for English-Malayalam

  Mar 13, 2022