Sayef – Medium

Sayef

Sayef

LLM Terminologies Decoded: A Beginner’s Quick Reference Guide

Explore LLM concepts like prompting, in-context learning, prompt tuning, prefix tuning, adapter tuning and many more.

Aug 21, 2023

LLM Terminologies Decoded: A Beginner’s Quick Reference Guide

Aug 21, 2023

Sayef

A Comprehensive Overview of Popular Sorting Algorithms for Your Next Interview

Learn about the most popular sorting algorithms and save them for revisiting before your next interview.

Jun 1, 2023

A Comprehensive Overview of Popular Sorting Algorithms for Your Next Interview

Jun 1, 2023

Sayef

Logistic Regression with Gradient Descent and Regularization: Binary & Multi-class Classification

Learn how to implement logistic regression with gradient descent optimization from scratch.

Apr 9, 2023

Logistic Regression with Gradient Descent and Regularization: Binary & Multi-class Classification

Apr 9, 2023

Sayef

Introduction to Spiking Neural Networks: A Biological Background

Let’s talk about the simplest spiking neural networks (SNNs) which more closely mimic natural neural networks.

Feb 1, 2023

Introduction to Spiking Neural Networks: A Biological Background

Feb 1, 2023

Sayef

Use Kalman filters to track nuScenes instances

We will see how to apply Kalman filter for tracking nuScenes instances.

Jan 4, 2023

Use Kalman filters to track nuScenes instances

Jan 4, 2023

Sayef

Ground Detection and Removal from Point Clouds

Learn ground detection and removal techniques using simple PCA outlier detection and Random Sample Consensus (RANSAC) algorithms.

Jan 2, 2023

Ground Detection and Removal from Point Clouds

Jan 2, 2023

Sayef

Query in nuScenes Dataset: Visualize LiDAR point clouds for a single instance

Let’s learn how to query in nuScenes dataset using python devkit and visualize point clouds for a single instance.

Jan 2, 2023

Query in nuScenes Dataset: Visualize LiDAR point clouds for a single instance

Jan 2, 2023

Sayef

Introduction to nuScenes dataset for autonomous driving

Learn how to use nuScenes dataset for autonomous driving

Jan 2, 2023

Introduction to nuScenes dataset for autonomous driving

Jan 2, 2023

Sayef

OpenGL Mouse Click Detection on 3D Objects

Learn essential tips to detect clicks on 3D objects in OpenGL.

Jan 1, 2023

OpenGL Mouse Click Detection on 3D Objects

Jan 1, 2023

Sayef

A Short Tutorial on B+ Tree

A short tutorial on B+ tree, with its similarities and differences with B trees. Bonus: C++ Code Implementation.

Dec 30, 2022

A Short Tutorial on B+ Tree

Dec 30, 2022

Sayef

Sayef

I am a Software Engineer with expertise in NLP, and ML/DL. I have a Master's degree in Applied Computer Science and over 4+ years of experience in the field.

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