Sadman Kabir Soumik
open-menu closeme
Home
artificial-intelligence
software-engineering
cloud-computing
beyond-code
about
linkedin github rss
  • From RNN to Transformers (Without Math Jargon)

    calendar Jan 30, 2023 · 13 min read · machine learning data science NLP algorithm  ·
    Share on: twitter facebook linkedin copy
    From RNN to Transformers (Without Math Jargon)

    Transformer-based models are a types of neural network architecture that uses self-attention mechanisms to process input data. They were introduced in the paper …

    Read More
  • Understanding the Differences between Decision Tree, Random Forest, and Gradient Boosting

    calendar Mar 27, 2021 · 4 min read · machine learning algorithm data science  ·
    Share on: twitter facebook linkedin copy
    Understanding the Differences between Decision Tree, Random Forest, and Gradient Boosting

    Decision Tree, Random Forest (RF), and Gradient Boosting (GB) are three popular algorithms used for supervised learning tasks such as classification and regression. In …

    Read More
  • How A Recurrent Neural Network Works

    calendar Oct 25, 2020 · 8 min read · deep learning machine learning NLP algorithm  ·
    Share on: twitter facebook linkedin copy
    How A Recurrent Neural Network Works

    Recurrent Neural Network A recurrent neural network (RNN), is a type of neural network that can process sequential data, like text, audio, or time series data. Here's how …

    Read More
  • Dynamic Programming - Step by Step Guide with Examples

    calendar Dec 23, 2019 · 7 min read · programming algorithm  ·
    Share on: twitter facebook linkedin copy
    Dynamic Programming - Step by Step Guide with Examples

    Dynamic programming is a method for solving complex problems by breaking them down into smaller subproblems. It is a mathematical optimization technique that is mainly …

    Read More
  • Understanding Dependency Injection - Real-World Examples and Advantages

    calendar Feb 10, 2018 · 3 min read · programming algorithm python software engineering  ·
    Share on: twitter facebook linkedin copy
    Understanding Dependency Injection - Real-World Examples and Advantages

    Dependency injection is a design pattern that is widely used in software development to promote good software design and make code more flexible and easier to test. In …

    Read More

SK Soumik

Artificial intelligence | Data Science

Categories

MACHINE-LEARNING 26 SOFTWARE-ENGINEERING 19 SYSTEM-DESIGN 11 ALGORITHM-DESIGN 10 PROJECT 6 ARTIFICIAL-INTELLIGENCE 5 CLOUD-COMPUTING 2 NON-TECHNICAL 2 OPERATING-SYSTEM 2 BUSINESS 1

Series

ML 18 DSA 6 PROJECT 6 SOFTWARE-ENGINEERING 4 PROBLEM-SOLVING 3 AI-TOOLS 1 AIRFLOW 1 DJANGO 1 GENERATIVE-AI 1 NLP 1

Tags

MACHINE-LEARNING 23 DATA-SCIENCE 16 PROGRAMMING 12 PYTHON 10 SYSTEM-DESIGN 9 ALGORITHMS 8 ARTIFICIAL-INTELLIGENCE 8 DEEP-LEARNING 8 NLP 8 SOFTWARE-ENGINEERING 8 PROBLEM-SOLVING 6 PROJECT-TUTORIAL 6 ALGORITHM 5 LEETCODE 5
All Tags
AGENTIC-AI2 AI-TOOLS1 AIRFLOW1 ALGORITHM5 ALGORITHMS8 ARTIFICIAL-INTELLIGENCE8 AUTOMATION1 BOT-DEVELOPMENT1 BUSINESS1 CLOUD2 COMPUTER-VISION2 DATA-SCIENCE16 DEEP-LEARNING8 DEVELOPER-TOOLS1 DJANGO1 ELASTICSEARCH1 FINE-TUNING1 GENERATIVE-AI1 GENERATIVE-AI-MODELS1 GOOGLE-CLOUD1 IMAGE-SEGMENTATION1 INDEX1 LARGE-LANGUAGE-MODELS2 LEETCODE5 LIFE-HACK1 LINUX2 MACHINE-LEARNING23 MATH1 MCP1 MLOPS2 NLP8 OPERATING-SYSTEM1 OPTIMIZATION1 PROBLEM-SOLVING6 PRODUCTIVITY1 PROGRAMMING12 PROJECT-TUTORIAL6 PROXY1 PYTHON10 REINFORCEMENT-LEARNING1 SOFTWARE-ENGINEERING8 SPARK1 START-UP1 STATISTICS1 SYSTEM-DESIGN9 WEB-DEVELOPMENT1 WEB-SCRAPING1
[A~Z][0~9]
Copyright © 2022, Sadman Kabir Soumik

Copyright  COPYRIGHT © 2022, SADMAN KABIR SOUMIK. All Rights Reserved

to-top