Learning Python and ML

What I learnt last year.

Data structure libs

• numpy
• pandas

Visualisation libs

• matplotlib
• seaborn
• plotly and cufflinks

Typing

• typing

Code Formatters

• autopep8

Linting

• pylint

Testing

• unittest
• pytest

Frameworks

• django
• flask

Scrapers

• beautifulsoup
• scrapy

Datasets

• kaggle.com
• google datasetsearch
• reddit
• who data
• un data
• world bank data

Package managers

• pip
• poetry
• pipenv

Tools

• jupyter notebook
• jupyter lab

Data science services

• metabase
• superset

Scheduler services

• airflow

Object store

• minio

Docker Monitoring and Management

• prometheus.io
• portainer.io

Natural Language Processing

• nltk