Professional Analytics - Level 1

Professional Analytics

Contents

Data Analytics

• Analytics Data Cleaning
• Analytics Data
• Analytics Statistics Basics

Git and GitHub

• Git Basics
• GitHub Basics
• GitHub Repositories
• GitHub: Adding a File
• GitHub Pages

Python

• Python Basics
• Python Collections
• Python Datasets
• Python Execution
• Python File I/O
• Python Functions
• Python Modules and Packages
• Python Project Organization
• Python Type Hints

Python Standard Library

• Standard Library Overview

Python Environment Setup

• Environment Setup: Jupyter
• Environment Setup: Virtual Environments

Python External Libraries

• Library: Pandas and Polars
• Library: Pandas and NumPy
• Library: Matplotlib
• Library: Seaborn

SQL

• SQL and Python Integration

Development Tools

• Development Tools: Linters and Formatters

Development Editor: VS Code

• Visual Studio Code

Managing This Repository

Before installing the linting tools, install Node.js on your system. Download it from the official Node.js website.

After installing Node.js, use the following commands in PowerShell to install and run Markdown linting tools:

# Install markdownlint-cli and Prettier globally
npm install -g markdownlint-cli prettier

# Run markdownlint on all markdown files in the directory (exclude node_modules)
markdownlint '**/*.md' --ignore node_modules

# Run Prettier to check all markdown files
prettier --check '**/*.md'

# Run Prettier to fix all markdown files
prettier --write '**/*.md'