Resources
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Resources *
Welcome, Innovator!
Here is a collection of YouTube tutorials to help kickstart your developer journey. Reference these anytime you are stuck or need a refresher on anything! We will add resources related to all projects here.
Still have questions after watching the tutorials? Don't worry! We will cover everything you will need to know to work on the project during our meetings.
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Python
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Programming with Mosh - Python for Beginners
This is a great tutorial on the basics of Python, especially if you have no programming experience.
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Keith Galli - Complete Python Pandas Data Science Tutorial
We will be using Pandas to manage our data for our Machine Learning model. This is a comprehensive tutorial on how to get started with pandas.
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freeCodeCamp.org - NLP Tutorial with Python and NLTK
Follow along this tutorial for an overview of Natural Language Processing (NLP) and the NLTK library in Python that is used for NLP.
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JavaScript + React
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Programming with Mosh - JavaScript Tutorial for Beginners
Another great tutorial from Programming with Mosh that covers the basics of JavaScript. This also does not require much programming experience to follow along.
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Programming with Mosh - React Tutorial for Beginners
We will mainly be using React for any frontend requirements of our project. Follow along this tutorial filled with exercises to get started with React!
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Backend
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Programming with Mosh - Node.js Tutorial for Beginners
Node.js is a JavaScript runtime environment that has many purposes, like making your own server. Follow along this tutorial to get a better understanding.
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Web Dev Simplified - Learn ExpressJS in 35 Minutes
ExpressJS is a JavaScript framework that will be used in making the server. Watch the tutorial to learn more.
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Database
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Tech Might - Intro to DBMS
Ever wondered what a database is? Follow along to find out.
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Exponent - SQL vs. NoSQL Explained
When choosing between databases, a big decision comes down to SQL vs NoSQL. Watch the video to learn the difference.
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Web Dev Simplified - MongoDB Crash Course
For Project 001: The Sentient Journal, we will be using MongoDB as our DBMS. Watch the tutorial to learn the basics.
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