Learning Code as Women Interested in Data Science by https://padlet.com/zhangq24/sc2z4czv146nwr3r Higher Ed: Coding with Data Science en-us 2024-04-09 14:56:20 UTC 2024-04-26 18:51:43 UTC hello@padlet.com Python Basics Terminologies zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948479951 2024-04-09 14:56:21 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948479951 Instructions zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948479966 In this section, you will learn about jupyter notebook and try coding with Python. Please watch the video while I explain each coding cell, functions and a KNN training model to you.


Estimated Study Time: 30 minutes with recording video of 15 minutes.


Quiz1: 8 questions on Machine Learning Theory

Quiz2: 8 questions on Jupyter Notebook Shortcuts

]]> 2024-04-09 14:56:21 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948479966 W3Schools zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948481626 This is a platform that provides structured learning units for learning Python. You can find terms explanations, exercises and even code directly on the websites.


Level: Beginner

Cost: Free

]]> 2024-04-09 14:57:38 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2948481626 Q & A zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2949764858 2024-04-10 15:56:55 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2949764858 Instructions zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968200471 In this section, you will learn about the right coding language. Please read the slides and remember the terminologies. The slides include an introduction on the data type, collection type and control statements that you need to start to code.


Estimated Study Time: 20 minutes with recording audio in 10 minutes.


Quiz: 10 multiple choices on Python Basic Syntax

]]> 2024-04-24 14:19:11 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968200471 Python Basic Quiz zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968205327 2024-04-24 14:22:19 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968205327 Machine Learning Quiz zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968213947 2024-04-24 14:28:24 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968213947 Coding with Python zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968216179 Here is the repo. Please click the link to start your practice. https://github.com/jenonds/Coding-101/blob/main/1Practice_Notebook.ipynb

]]> 2024-04-24 14:29:54 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968216179 Instructions zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968220679 This is a space for you to discuss, post and answer questions while you're navigating coding with Python and on your way to get familiar with Data Science.


Please post and answer questions on the Q&A Padlet. Please note that I'll login each week to answer your questions.


Please use the Roadmap template as your task tracker for learning code and data science.

]]> 2024-04-24 14:32:58 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968220679 Kaggle zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968231649 This is a platform that provides real life dataset from different institutions. You can download the datesets and practice your coding skills. You can see coding examples to learn from other developers. If you excited of earning little prizes, you can join the data analysis competitions!


Level: Advanced

Cost: Free

]]> 2024-04-24 14:40:12 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968231649 Codecdamey zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968244534 Codecdamey is designed for learning code online for their easiness to detect errors. I recommend you take the class if you feel less self-motivated as it provides step-by-step coding for you to follow.


Level: Intermediate

Cost: Yes

]]> 2024-04-24 14:49:23 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968244534 Instructions zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968245895 In this section, you will find three types of resources. Where you can find reference, learning codes by steps and data resources. Please choose whatever fits your need and enjoy the learning experience.


W3 School

Codecademy

Kaggle

]]> 2024-04-24 14:50:26 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968245895 Jupyter Notebook Shortcut Quiz zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968261717 2024-04-24 15:02:05 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2968261717 Roadmap Template zhangq24 https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2969980128 2024-04-25 16:28:48 UTC https://padlet.com/zhangq24/sc2z4czv146nwr3r/wish/2969980128