Category: Scripting and Coding

Various coding languages are the building blocks of apps, The Internet, and the Metaverse. We explore tutorials of scripting and coding.

[#Script #Coding] Algorithmic Trading Using Python – Full Course

Posted on by Eric Brooks

Algorithmic Trading Using Python – Full Course

By freeCodeCamp.org
Published: Dec 04, 2020

“
freeCodeCamp.org Learn how to perform algorithmic trading using Python in this complete course. Algorithmic trading means using computers to make investment decisions. Computer algorithms can make trades at a speed and frequency that is not possible by a human.

After learning the basics of algorithmic trading, you will learn how to build three algorithmic trading projects.

Code: https://github.com/nickmccullum/algor…

?? Course developed by Nick McCullum. Learn more about Nick here: https://nickmccullum.com/

    Course Contents

  • (0:00:00) Algorithmic Trading Fundamentals & API Basics
  • (0:17:20) Building An Equal-Weight S&P 500 Index Fund
  • (1:38:44) Building A Quantitative Momentum Investing Strategy
  • (2:54:02) Building A Quantitative Value Investing Strategy

Note that this course is meant for educational purposes only. The data and information presented in this video are not investment advice. One benefit of this course is that you get access to unlimited scrambled test data (rather than live production data), so that you can experiment as much as you want without risking any money or paying any fees.

This course is original content created by freeCodeCamp. This content was created using data and a grant provided by IEX Cloud. You can learn more about IEX Cloud here: https://iexcloud.io/

Any opinions or assertions contained herein do not represent the opinions or beliefs of IEX Cloud, its third-party data providers, or any of its affiliates or employees.

”

[#Script #Coding] Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Posted on by Eric Brooks

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

By freeCodeCamp.org
Published: Jun 15, 2022

“
freeCodeCamp.org This course will give you an introduction to machine learning concepts and neural network implementation using Python and TensorFlow. Kylie Ying explains basic concepts, such as classification, regression, training/validation/test datasets, loss functions, neural networks, and model training. She then demonstrates how to implement a feedforward neural network to predict whether someone has diabetes, as well as two different neural net architectures to classify wine reviews.

Course created by Kylie Ying.
YouTube: https://youtube.com/ycubed
Twitter: https://twitter.com/kylieyying
Instagram: https://instagram.com/kylieyying/

This course was made possible by a grant from Google’s TensorFlow team.

    Course Contents

  • (0:00:00) Introduction
  • (0:00:34) Colab intro (importing wine dataset)
  • (0:07:48) What is machine learning?
  • (0:14:00) Features (inputs)
  • (0:20:22) Outputs (predictions)
  • (0:25:05) Anatomy of a dataset
  • (0:30:22) Assessing performance
  • (0:35:01) Neural nets
  • (0:48:50) Tensorflow
  • (0:50:45) Colab (feedforward network using diabetes dataset)
  • (1:21:15) Recurrent neural networks
  • (1:26:20) Colab (text classification networks using wine dataset)

”

[#Script #Coding] Free Up Disk Space NOW!! No More node_modules Folders Taking Up Space!!

Posted on by Eric Brooks

Free Up Disk Space NOW!! No More node_modules Folders Taking Up Space!!

By codeSTACKr
Published: Aug 02, 2022

“
codeSTACKr Become A VS Code SuperHero Today: https://vsCodeHero.com

Join my Discord developer community: https://discord.gg/A9CnsVzzkZ

Run npx npkill to free up disk space from all of the node_modules folders that are laying around collecting dust.

”

[#Script #Coding] Event-Driven Architecture with React and FastAPI – Full Course

Posted on by Eric Brooks
https://youtube.com/watch?v=NVvIpqmf_Xc

Event-Driven Architecture with React and FastAPI – Full Course

By freeCodeCamp.org
Published: Aug 11, 2022

“
freeCodeCamp.org Learn about event-driven architecture by building a real-world project using FastAPI, React, and Redis.

An event-driven system is a common way to set up the software. In an event-driven architecture, event handlers are registered for specific events. When an event occurs, the handlers are invoked.

Frontend code: https://github.com/scalablescripts/re…
Backend code: https://github.com/scalablescripts/fa…

Antonio from Scaleable Scripts created this course. Check out his channel: https://www.youtube.com/watch?v=VkPUB…

    Course Contents

  • (0:00:00) Intro
  • (0:04:30) Redis Database
  • (0:07:06) FastAPI Setup
  • (0:13:02) Create Delivery Endpoint
  • (0:19:39) Building the State
  • (0:24:34) State Endpoint
  • (0:29:29) Dispatching Multiple Events
  • (0:54:26) Building the State without Redis
  • (1:04:33) Building the Frontend

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

And subscribe for new videos on technology every day: https://youtube.com/subscription_cent…

”

[#Script #Coding] Learning to Code is NOT Hard!!

Posted on by Eric Brooks

Learning to Code is NOT Hard!!

By codeSTACKr
Published: Sep 01, 2022

“
codeSTACKr Learning to code is not hard. You have to first realize that you don’t have to know and remember everything!

Become A VS Code SuperHero Today: https://vsCodeHero.com

Join my Discord developer community: https://discord.gg/A9CnsVzzkZ

”

[#Webdesign #Coding] Learn React State In a Single Video (Context, Reducer, Dispatch, Memo)

Posted on by Eric Brooks

Learn React State In a Single Video (Context, Reducer, Dispatch, Memo)

By LearnWebCode
Published: May 16, 2022

“
LearnWebCode Let’s learn about “state” in React. My premium courses and coupons: https://learnwebcode.com/courses/

GitHub link for this video: https://github.com/LearnWebCode/react…

    0:00 Intro

  • 2:12 Getting Started (First Example)
  • 19:12 Multiple Components
  • 33:12 Context
  • 48:05 Caveat (Unintentional Renders)
  • 1:02:19 Reducer
  • 1:24:14 Don’t Make Everything Global

”

[#Script #Coding] Build a Live Stream Flutter App – Android & iOS Course

Posted on by Eric Brooks

Build a Live Stream Flutter App – Android & iOS Course


By freeCodeCamp.org
Published: Mar 07, 2022

“
freeCodeCamp.org In this course, we will build a live streaming app that allows you to stream with friends and be able to control their audio, video, and whether they are visible overall. On top of that this app will be able to push this stream out to most streaming platforms including Youtube and Twitch. This is a more intermediate course that requires basic knowledge about Flutter and State Management. Linked below are some resources for those not comfortable.

Code: https://github.com/tadaspetra/flutter…

Tadas Petra created this course.
Tadas Youtube: https://www.youtube.com/channel/UCNaJ…
Agora Youtube: https://www.youtube.com/channel/UCjPZ…

Thanks to Agora for providing a grant to make this course possible. You can learn more about them at https://www.agora.io

    Course Contents

  • (0:00:00) Introduction
  • (0:01:05) App Explanation
  • (0:02:34) State Management
  • (0:04:29) Agora Explained
  • (0:04:58) Initializing App
  • (0:05:33) Agora UI Kit
  • (0:09:14) Initialize RTM and RTC
  • (0:11:06) Architecture
  • (0:13:30) Building Home Screen
  • (0:19:46) Basic Agora Live Video
  • (0:30:55) Creating a UID
  • (0:40:14) Setting up State
  • (0:48:53) Joining the Live Stream
  • (1:08:52) Control User Audio and Video
  • (1:31:49) Output to Streaming Platforms
  • (1:52:12) Final Showcase

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

And subscribe for new videos on technology every day: https://youtube.com/subscription_cent…

”

[#Script #Coding] Stardew Valley Game Clone with Python and Pygame – Full Course

Posted on by Eric Brooks

Stardew Valley Game Clone with Python and Pygame – Full Course

By freeCodeCamp.org
Published: Aug 15, 2022

“
freeCodeCamp.org Create a Stardew Valley style game with Python and Pygame. This includes farming and foraging, a day and night cycle, weather effects, and a merchant. The game was also made in Tiled so you can expand it yourself.

Christian from Clear Code created this game. Check out his channel: https://www.youtube.com/c/ClearCode

Project files: https://github.com/clear-code-project…

    Course Contents

  • (0:00:00) Intro
  • (0:02:08) Setup
  • (0:10:34) Creating the basic player
  • (0:30:04) Importing the player graphics
  • (0:43:14) Animating the player
  • (0:53:47) Tool use
  • (1:09:19) Switching between tools
  • (1:21:42) Creating the overlay
  • (1:32:35) Starting the camera and importing the floor
  • (1:51:05) Importing all elements and faking more 3D
  • (2:19:07) Collisions
  • (2:42:44) Working on the trees
  • (3:06:57) Particles
  • (3:16:47) Player inventory
  • (3:22:12) Restarting the day
  • (3:46:15) Starting the soil
  • (4:12:44) Soil patch graphics
  • (4:33:06) Watering logic
  • (4:43:34) Rain
  • (5:03:51) Creating the plants
  • (5:25:11) Harvesting
  • (5:33:08) Daytime transition
  • (5:41:19) The merchant
  • (6:24:01) Audio (+ some final fixes )

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

”

[#Script #Coding] JavaScript Game Development Course for Beginners

Posted on by Eric Brooks

JavaScript Game Development Course for Beginners

By freeCodeCamp.org
Published: Jul 28, 2022

“
freeCodeCamp.org Learn to make 2D games with HTML, CSS & plain vanilla JavaScript, no frameworks and no libraries! From sprite animation to state management, in this series of projects, you will learn everything you need to make your own 2D animated games! We will go step by step explaining each technique on a small standalone codebase and then we will use everything we learned to make a single final game.

Course by Frank’s Laboratory. https://www.youtube.com/c/Frankslabor…

”

[#Script #Coding] Figma Tutorial for UI Design – Course for Beginners

Posted on by Eric Brooks

Figma Tutorial for UI Design – Course for Beginners

By freeCodeCamp.org
Published: Jan 05, 2022

“
freeCodeCamp.org In this Figma course, you will learn how to use Figma for UI Design. Figma is a vector graphics editor and prototyping tool.

Joseph Brendan developed this course. Check out his YouTube channel: https://www.youtube.com/channel/UCETwb_AzizmhID0RjKULnBA

    Course Contents

  • (0:00:00) Introduction
  • (0:00:55) Creating A Figma Account
  • (0:02:32) Creating & Naming A Figma Design File
  • (0:04:47) Creating Shapes In Figma
  • (0:07:16) Selection In Figma
  • (0:12:02) Editing Shapes In Figma
  • (0:36:14) Introduction To Typography In Figma
  • (1:01:41) Design Tree In Figma
  • (1:06:43) First Design Task
  • (1:20:44) Colors In Figma
  • (1:44:22) Drawing Tools In Figma
  • (1:49:20) Margin And Padding In UI UX Design
  • (1:56:08) Figma AutoLayout
  • (2:13:48) Formatting Principles In Figma
  • (2:34:32) Figma Constraints And Resizing
  • (2:51:11) Website Design in Figma
  • (2:55:52) Jakob’s Principle Of Design
  • (3:00:25) Introduction to Styles and components
  • (3:25:29) Figma Component Variants
  • (3:36:18) Layout Design & Configuration For Websites in Figma
  • (3:40:07) Layout Grids In Figma
  • (4:01:22) Introduction To Responsive Design
  • (4:07:32) Material Design Guide
  • (6:26:24) Introduction To Tailwind UI
  • (6:28:24) Tailwind UI Design Project
  • (7:25:45) Responsive Landing Page Design Project
  • (8:45:54) Designing Mobile Apps
  • (8:56:47) Iconography In Figma
  • (9:02:32) Boolean Groups
  • (9:09:52) Figma Tokens
  • (9:18:29) Animation In Figma With Figmotion
  • (9:36:29) Mobile Design Project

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

And subscribe for new videos on technology every day: https://youtube.com/subscription_cent…

”

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