/ds_intro_2024

Repo For 2024 DS Intro Level

Primary LanguageJupyter Notebook

ds-class-intro

Welcome to the intro-level DS class, where we will learn about python basics and how to use python for exploratory data analysis. Hope you'll enjoy the class and learn something from it.

0. Get started -

If you can, try to go throug the following reading and set up your local environment before class:

Note: If you're getting the following error while cloning or pushing to GitHub, try to set up PAT following this instruction.

Error message: remote: Support for password authentication was removed on August 13, 2021. Please use a personal access token instead.

remote: Please see https://github.blog/2020-12-15-token-authentication-requirements-for-git-operations/ for more information.

fatal: unable to access 'https://github.com/DS-XL/ds-intro-class-2022.git/': The requested URL returned error: 403

1. Python basics

You can run python in different settings, for example, you can use jupyter notebook for interactive exploration, use interpreter in command line by typing python in terminal (you'll see >>> prompt appear), or run python script in command line by python <your_script>.py. We will be using notebooks for the class as it's easy to follow with markdown and easy to interact with.

class01:

0.0 Introduction + Setting expectations for the class
0.1 Environment set-up (material in section 0)
0.2 Git quick intro

class02:

1. Assign values to variables and simple arithmetics
2. `Print` and simple string manipulation

class03:

3. Value comparison and conditions using `if-elif-else`
4. Collections: list, tuple, set, and dictionary
5. Iteration: loops and comprehensions
*  Git - Committing, Pushing, and Pull Request
*  HW01