Debanjan Saha – Medium

Debanjan Saha

Pinned

Debanjan Saha

[Probability Review] Top 6 Basic Probability Distributions You Should Know!

As a data scientist or machine learning engineer, you should be quite familiar with a few probability distributions. We may often model a…

18 min readFeb 11, 2023

--

[Probability Review] Top 6 Basic Probability Distributions You Should Know!

--

Pinned

Debanjan Saha

Top 5 Pandas EDA Value Replacement Techniques

How to replace certain (multiple) values or a range of values with another (multiple) value in a Pandas dataframe?

4 min readSep 24, 2022

--

Top 5 Pandas EDA Value Replacement Techniques

--

Debanjan Saha

Apple Intelligence

Imagine a world where your Apple devices not only understand you but anticipate your needs, seamlessly integrating into your daily life to…

10 min readJun 11, 2024

--

Apple Intelligence

--

Debanjan Saha

GPT4-Omni is Fast! Here’s Why?

I have been experimenting with the various Large Language Models (LLMs) released in recent times, but since OpenAI released GPT4 Omni…

9 min readMay 18, 2024

--

GPT4-Omni is Fast! Here’s Why?

--

Debanjan Saha

Transformers (NLP): Intuition

Unlocking the AI Marvel: The Power Behind Transformers in NLP!” 🚀 Dive into the heart of Large Language Models (LLMs) like ChatGPT, BARD…

8 min readSep 30, 2023

--

Transformers (NLP): Intuition

--

Debanjan Saha

Gain, Lift and Decile Charts

Are you struggling to accurately evaluate your classification model’s performance? Don’t fret! Try Gain, Lift and Decile charts to evaluate…

10 min readFeb 23, 2023

--

Gain, Lift and Decile Charts

--

Debanjan Saha

The ROC-AUC Curve!

“Imagine you have a crystal ball that can predict the future with incredible accuracy. Sounds awesome, right? But how do you know if your…

10 min readFeb 20, 2023

--

The ROC-AUC Curve!

--

Debanjan Saha

The only Performance Metrics article you will ever need!

Performance metrics are a crucial part of machine learning, as they allow us to evaluate the quality of a model and make informed decisions…

11 min readFeb 17, 2023

--

The only Performance Metrics article you will ever need!

--

Debanjan Saha

T-Distributed Stochastic Neighbor Embedding (t-SNE)

Introduction

7 min readFeb 15, 2023

--

T-Distributed Stochastic Neighbor Embedding (t-SNE)

--

Debanjan Saha

Wrapper Based Feature Selection Techniques

There are many ways in which features can be selected from a set of predictors to improve the performance of the machine learning models…

9 min readFeb 13, 2023

--

Wrapper Based Feature Selection Techniques

--

Debanjan Saha

Debanjan Saha

Trying to solve a variety of issues with an emphasis on computer vision as a budding data scientist, ML engineer, and data engineering veteran.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams