Kashif kashifulhaque

An ML model for Natural Language Processing (NLP), developed in 2018 by folks at Google AI Language.

Sentiment Analysis
Question Answering
Text prediction
Text generation
Summarization
Polysemy resolution (Can differentiate words that have multiple meanings, like "bank")

Create a docker volume for MariaDB 🏐

# Make sure to persist the data by creating a volume first
docker volume create mariadb-volume

Run a docker container 🛳

docker run --name mariadb-instance \
 -v mariadb-volume:/var/lib/mysql:Z \

If you do not have yay installed, then follow these steps to install it first

Update

yay

yay -S docker docker-compose

Capital letters do the opposite of small letters in command (Press shift to trigger capital letters)
_ (underscore) to move the cursor at the beginning of line (doesn't switch to insert mode)
- 0 (zero) moves the cursor to the zeroth position of the line (doesn't switch to insert mode)
$ (dollar) to move the cursor at the end of line (doesn't switch to insert mode)
d$ will delete from wherever your cursor is till the end of the line
f<character> to move cursor to the first occurrence of <character>
- f( to move cursor to first occurence of (
t<character> to move cursor to upto but not on the first occurrence of <character>
t( to move cursor to first occurence of (

conda activate your_env_name

conda env export > environment.yml

Ctrl + X kill active process
Ctrl + D exit active shell
Ctrl + L clear screen
Ctrl + Z put current process in background (fg to bring it back to foregorund)
Ctrl + A to go to front of a line
Ctrl + E to go the end of a line
Ctrl + F to go forward one character (right arrow)
Ctrl + B to go backward one character (left arrow)
Alt + F to go forward one word (vim w motion)
Alt + B to go backward one word (vim b motion)

	#!/bin/bash

	# Remove existing docker installations
	echo "Removing existing docker ..."
	for pkg in docker.io docker-doc docker-compose docker-compose-v2 podman-docker containerd runc; do sudo apt-get remove $pkg; done

	# Add Docker's official GPG key:
	sudo apt-get update
	sudo apt-get install -y ca-certificates curl gnupg
	sudo install -m 0755 -d /etc/apt/keyrings