Tsuyog's Writing

A place where i write about software engineering, Machine Learninng, Data Science, Maths, and [*] i learnt.


TinyBERT - Knowledge distillation from pretrained BERT

How to distill knowledge from pretrained BERT model. A teacher student relationship.

1 min read   ·   2024

DistilBERT - Knowledge distillation from pretrained BERT

How to distill knowledge from pretrained BERT model. A teacher student relationship.

1 min read   ·   2024

BERT Variants and Their illustrations

Learn different variants of BERT models such as ALBERT, RoBERTa, ELECTRA, and SpanBET and their inner workings with exampel.

1 min read   ·   2024

QnA with BERT

Transformer for Natural Language Processing. Learn How to Fine-Tune BERT models for QnA and unserstand their working.

1 min read   ·   2024

Named Entity Recognition With BERT

Learn How to Fine-Tune BERT models for NER and unserstand their working.

1 min read   ·   2024

BERT Basics and Fine Tunning

Transformer for Natural Language Processing. Learn How to use pretrained BERT models, fine-tune them and decipher their working.

1 min read   ·   2024

Statistical Experiments and Significance Testing

Statistical Experiments and Significance Testing from a book Practical Statistics for Data Scientists

1 min read   ·   2024

Data and Sampling

Data and Sampling from a book Practical Statistics for Data Scientists

1 min read   ·   2024