izam-mohammed

# commands to run in ubuntu 24.04 

# basic
sudo apt-get update -y
sudo apt-get install -y build-essential libssl-dev libffi-dev curl git

# python
sudo apt-get install python3-pip -y
sudo apt update -y
sudo apt install pipx -y

izam-mohammed

Interview

• Basic Interview questions
  • Introduce yourself
  • Where do you see yourself in 5 years
  • Your strength and weekness
  • Why should we hire you
  • What are your salary expectation
  • why did you choose this company

izam-mohammed

basic

• pandas
• numpy
• matplotlib
• sklearn

stats

• scipy

izam-mohammed

types of problems in machine learning

• general
  • how to collect data
  • What type of ML problem is this
  • what is the type of data
  • what will be the output
  • missing values and outliears
  • labeled or unlabeled data
  • what kind of preprocess and transformation needed