## “Attention” Is All You Need

Introduced The Transformer, a neural network architecture relying solely on self-attention mechanisms. This innovation quickly became the dominant model for various sequence-to-sequence tasks, such as machine translation, text summarization, and…

## Build Chatbot in Six Easy Steps

To build a chatbot in Python from scratch, you can follow these steps: Determine the purpose and functionalities of the chatbot. Design the conversation flow and create a dialogue strategy.…

## How to Integrate Visual Studio Code with Anaconda

VSCode Visual Studio Code (VSCode) is a good tool for machine learning and data science. It has many features that make it a suitable choice for these tasks, including: Integrated…

Data Science

## What do you need to know before you jump into Data Science?

Before jumping into the field of data science, it's important to understand the following key concepts and skills: Programming: Data scientists use programming languages such as Python and R to…

Linear Algebra

## Applications of Linear Algebra in Data Science

Linear algebra plays a fundamental role in data science. It is used in many areas such as linear regression, principal component analysis (PCA), singular value decomposition (SVD), eigendecomposition, and more.…

Principal Component Analysis[PCA]

## Evolution of Principal Component Analysis !!

Lets find the solution by combining dots. Solution Dots: Dot 1 : is PCA based on SVD? Yes, Principal Component Analysis (PCA) is based on the Singular Value Decomposition (SVD)…

## Deep Learning Architectures

Nearly all scientific fields have felt the impact of this technology. Most industries and businesses have already been disrupted and transformed through the use of DL. The leading technology and…

## DGX Dockers Guidelines

First, make sure you have installed the putty to access the terminal and WinSCP for transferring files. putty WinSCP Step 1: Create tmux session $tmux new -s session-name # create new session$ Ctrl+b then d to leave the current…

## Drones take over the WORLD with Reinforcement Learning

If you haven’t already heard about the latest news in drone technology, you should know that reinforcement learning algorithms are making drones smarter than ever before. Developed by Greg Brockman,…

## You Can’t Summarize a Document in One Sentence.

I recently worked on a project at work where we were given an array of documents and had to summarize each of them in as few sentences as possible. As…

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