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DBMS

App Dev 1

App Dev 2

System Commands

Programming in Java

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BERT: Bidirectional Encoder Representations from Transformers 101 Notes

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

What is BERT used for?

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

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#!/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

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To run MariaDB in docker (quickly) 🛢

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 \

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

Update

yay

Install

yay -S docker docker-compose

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Neovim keybinds

• 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 (

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{
  "background": "#181818",
  "foreground": "p:white",
  "style": "powerline",
  "properties": {
    "display_mode": "environment",
    "fetch_virtual_env": true,
    "home_enabled": true
  },
  "type": "python",

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#!/bin/bash

echo "A simple script compress my dotfiles"
echo "------------------------------------"

# Check if 'pigz' is installed or not
command_exists() {
  command -v "$1" >/dev/null 2>&1
}

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#!/bin/bash
tar --use-compress-program=pigz -xvf archlinux_kde_${TIMESTAMP}.tar.gz

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To export and share your conda environment

conda activate your_env_name

conda env export > environment.yml

To import environment from YAML file