Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
By freeCodeCamp.org
Published: May 12, 2022“
Learn how to create a neural network using JavaScript with no libraries. In this course you will learn to make a self-driving car simulation by implementing every component step-by-step. You will learn how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions, and how to make the car control itself using a neural network.
The course covers how artificial neural networks work, by comparing them with the real neural networks in our brains. You will learn how to implement a neural network and how to visualize it so we can see it in action.
Dr. Radu Mariescu-Istodor created this course. Check out his channel: https://www.youtube.com/channel/UC3XG…
Code: https://github.com/gniziemazity/Self-…
Course Contents
- (0:00:00) Intro
- (0:03:44) Car driving mechanics
- (0:32:26) Defining the road
- (0:50:50) Artificial sensors
- (1:10:07) Collision detection
- (1:23:20) Simulating traffic
- (1:34:57) Neural network
- (2:03:10) Parallelization
- (2:18:31) Genetic algorithm
- (2:29:40) Ending
Links
- Radu’s website (with enhanced version of code): https://radufromfinland.com
- Radu’s workplace (consider applying): https://karelia.fi/en/front-page
- Segment intersection (Math and JavaScript code): https://youtu.be/fHOLQJo0FjQ
- Visualizing a neural network in JavaScript: https://youtu.be/lok3RVBwSqE
- Visualizer code: https://radufromfinland.com/projects/…
- Drawing random color cars in JavaScript: https://youtu.be/SL6PfDpSjao
”
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] Withdraw Funds from ANY NFT Contract!!
Withdraw Funds from ANY NFT Contract!!
By codeSTACKr
Published: May 30, 2022“
Become A VS Code SuperHero Today: https://vsCodeHero.com
Join my Discord developer community: https://discord.gg/A9CnsVzzkZ
Buy a CBird NFT: https://CBirdz.xyz
So, you created an NFT collection and started selling. Congratulations!! Now, how do you actually get paid??
In this short video, I’ll show you how to withdraw funds from any NFT contract on Polygonscan or Etherscan.
Polygon and Ethereum smart contracts.
Find your contract on https://polygonscan.com/
Watch Next:
- Playlist: Web Development For Beginners – https://www.youtube.com/watch?v=Ez4yH…
Connect With codeSTACKr:
- Website: https://www.codestackr.com
- Twitter: https://twitter.com/codeSTACKr
- Instagram: https://instagram.com/codeSTACKr
- Facebook: https://facebook.com/codeSTACKr
”
[#Script #Coding] Machine Learning for Everybody – Full Course
Machine Learning for Everybody – Full Course
By freeCodeCamp.org
Published: Sep 26, 2022“
Learn Machine Learning in a way that is accessible to absolute beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts.
Kylie Ying developed this course. Check out her channel: https://www.youtube.com/c/YCubed
Code and Resources
- Supervised learning (classification/MAGIC): https://colab.research.google.com/dri…
- Supervised learning (regression/bikes): https://colab.research.google.com/dri…
- Unsupervised learning (seeds): https://colab.research.google.com/dri…
- Datasets (add a note that for the bikes dataset, they may have to open the downloaded csv file and remove special characters)
- MAGIC dataset: https://archive.ics.uci.edu/ml/datase…
- Bikes dataset: https://archive.ics.uci.edu/ml/datase…
- Seeds/wheat dataset: https://archive.ics.uci.edu/ml/datase…
Google provided a grant to make this course possible.
Contents
- (0:00:00) Intro
- (0:00:58) Data/Colab Intro
- (0:08:45) Intro to Machine Learning
- (0:12:26) Features
- (0:17:23) Classification/Regression
- (0:19:57) Training Model
- (0:30:57) Preparing Data
- (0:44:43) K-Nearest Neighbors
- (0:52:42) KNN Implementation
- (1:08:43) Naive Bayes
- (1:17:30) Naive Bayes Implementation
- (1:19:22) Logistic Regression
- (1:27:56) Log Regression Implementation
- (1:29:13) Support Vector Machine
- (1:37:54) SVM Implementation
- (1:39:44) Neural Networks
- (1:47:57) Tensorflow
- (1:49:50) Classification NN using Tensorflow
- (2:10:12) Linear Regression
- (2:34:54) Lin Regression Implementation
- (2:57:44) Lin Regression using a Neuron
- (3:00:15) Regression NN using Tensorflow
- (3:13:13) K-Means Clustering
- (3:23:46) Principal Component Analysis
- (3:33:54) K-Means and PCA Implementations
”
[#Script #Coding] Create An Elementor WordPress Website – Elementor Tutorial For Beginners
Create An Elementor WordPress Website – Elementor Tutorial For Beginners
By freeCodeCamp.org
Published: Jul 25, 2022“
In this full Elementor WordPress course for beginners, you will learn how to to create beautiful, responsive webpages using a drag and drop interface.
Beau Carnes created this course.
Course Contents
- (0:00:00) Introduction
- (0:00:41) Hosting and domain name
- (0:04:18) Setup custom email and SSH
- (0:06:34) Install WordPress
- (0:10:02) Install Elementor and templates
- (0:14:52) Editing with Elementor overview
- (0:19:19) Updating homepage with Elementor
- (0:23:34) Adding custom images
- (0:27:47) Customizing text and other features
- (0:38:04) Adding widgets with Elementor
- (0:44:39) Adding video to website
- (0:46:49) Customizing backgrounds
- (0:53:10) Making website look good on mobile
- (0:55:52) Updating about page
- (1:02:39) Updating contact page
- (1:05:42) Setting up contact form
- (1:08:13) Update page header
- (1:13:05) Update page footer
- (1:15:11) How to add and remove pages
- (1:19:54) Updating final settings
- (1:21:20) Conclusion
”
[#Script #Coding] Game Development with LÖVE 2D and Lua – Full Course
Game Development with LÖVE 2D and Lua – Full Course
By freeCodeCamp.org
Published: Aug 25, 2022“
Learn how to create games using LÖVE 2D and Lua. LÖVE is a framework you can use to make 2D games in Lua. It’s free, open-source, and works on Windows, Mac OS X, Linux, Android and iOS. In this course, you will first learn how to program in Lua. Then you will learn how to use Love2D with Lua to develop amazing games.
Course created by Steve. Check out his channel: https://www.youtube.com/c/Stevesteacherzz
Resources and Code
- Lua: https://lua.org
- Love2D: https://love2d.org
- LuaRocks: https://luarocks.org
- Running Boy Sprites: https://github.com/WeebNetsu/YouTube-…
- Save the Ball Source Code: https://github.com/WeebNetsu/YouTube-…
- Asteroids Game Source Code: https://github.com/WeebNetsu/YouTube-…
- Sound Effects & BGM: https://github.com/WeebNetsu/YouTube-…
- Creator’s GitHub: https://github.com/WeebNetsu/
Course Contents
— LUA BASICS —
- (0:00:00) Intro to Lua
- (0:02:28) Installing Lua
- (0:09:51) Running Lua (VSCode)
- (0:11:03) Printing and Comments
- (0:19:42) Variables & Data Types
- (0:29:51) Strings
- (0:36:59) Math
- (0:46:22) If Statements
- (0:58:49) Loops
- (1:03:37) User Input
- (1:05:34) Tables
- (1:23:27) Functions
- (1:31:44) Working with Files
- (1:39:12) Custom Modules
- (1:43:10) OOP
— LOVE 2D BASICS —
- (1:56:42) Setup and LUD basics
- (2:06:35) The Config File
- (2:25:13) Drawing & Moving Shapes
- (2:45:57) Keyboard Input
- (2:55:36) Working with Sprites
— CREATING SAVE THE BALL GAME —
- (3:21:44) Game Setup
- (3:38:03) Creating the Enemy
- (4:09:02) The Menu Screen
- (4:51:11) Adding a Point System
- (5:11:44) Game Over Screen
— CREATING THE ASTEROIDS GAME —
- (5:31:24) Game Setup
- (5:40:02) The Player
- (6:10:32) The Thruster
- (6:31:59) The Game State
- (6:38:47) Game Text
- (7:02:40) Asteroids
- (7:41:32) Lasers
- (8:03:46) Laser Collision Detection
- (8:29:10) Player Collision Detection
- (8:41:17) Player Lives
- (8:57:54) The Menu
- (9:30:51) Installing & Running LuaRocks
- (9:42:18) The Score System
- (10:03:12) Game Over
- (10:11:56) Invincible PLayer & Infinite Levels
- (10:31:07) Game Reset & High Score
- (10:44:38) BGM & SFX
”
[#Script #Coding] Learn Kotlin Programming – Full Course for Beginners
Learn Kotlin Programming – Full Course for Beginners
By freeCodeCamp.org
Published: Oct 27, 2022“
Learn the Kotlin programming language in this full course for beginners. Kotlin is the most popular programming language for building Android apps and it can also be can be used for any kind of development.
Alexandru Cristian developed this course.
Alexandru on Instagram: https://www.instagram.com/alexdobinca/Other courses from Alenxadru:
Python: https://www.udemy.com/course/python…
Kotlin: https://www.udemy.com/course/kotlin…Contents
- (0:00:00) Introduction
- (0:01:06) Install Intellij IDEA
- (0:06:23) Hello World
- (0:25:41) Variables
- (0:41:18) Window
- (0:42:24) Integer Type
- (0:53:08) DataType: Byte, Short and Long
- (1:04:42) Float and Double
- (1:16:16) Char and Boolean
- (1:25:55) Operators
- (1:49:47) Comments
- (1:51:43) IfThenElse: Statement-Expression
- (2:02:25) Less Than or Equal To Operator
- (2:10:33) logical AND operator
- (2:14:52) logical OR operator
- (2:29:48) When Statement-Expression
- (2:44:16) Null
- (2:59:59) Functions
- (3:15:46) Function: return and expressions
- (3:27:43) Functions Overloading
- (3:33:57) Functions Default Values
- (3:44:09) Functions vararg keyword
- (3:55:17) loops: FOR loop
- (4:05:18) loops: WHILE and DO WHILE loop, Labels and continue and break
- (4:28:26) loops Challenge
- (4:43:14) Arrays
- (4:59:56) Arrays Challenge
- (5:18:41) OOP: Classes
- (5:37:01) OOP: Primary Constructor
- (5:51:25) OOP: Initializer Blocks
- (6:07:03) OOP: Secondary Constructors
- (6:23:56) OOP: Constructor Parameters Default Values
- (6:31:08) OOP: Getters and Setters
- (6:48:00) OOP: lateinit keyword
- (6:57:52) OOP: Companion Object
- (7:07:47) OOP: Singleton
- (7:19:08) OOP: Lazy Initialization
- (7:25:02) OOP: Enum Classes
- (7:39:27) OOP: Inner Classes
- (7:44:19) OOP Challenge
- (8:00:16) OOP: Inheritance 1
- (8:20:37) OOP: Inheritance 2
- (8:35:31) OOP: Sealed Class
- (8:48:57) OOP: Abstract Classes
- (8:56:29) OOP: Data Class
- (9:23:53) OOP: Interfaces 1
- (9:35:37) OOP: Interfaces 2
- (9:49:03) OOP: Object Expression
- (9:58:09) OOP: Delegation
- (10:05:20) List, Set, Map
- (10:22:26) Mapping
- (10:34:17) Zipping and Association
- (10:49:34) Flatten
- (10:59:17) String Representation
- (11:10:19) Filtering
- (11:28:53) Test Predicates
- (11:31:30) Plus and Minus Operators
- (11:34:45) Grouping
- (11:39:41) Retreieve Collection parts
- (11:59:47) Retreieve Single Elemets
- (12:04:28) Aggregate Operations
- (12:09:23) Comparable and Comparator
- (12:36:43) Binary Search
- (12:51:06) Generics: Type Parameters and Casting
- (13:07:28) Generics: Upper Bounds
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] FREE Link-in-Bio Generator that Twitter Cannot Ban
FREE Link-in-Bio Generator that Twitter Cannot Ban
By codeSTACKr
Published: Dec 24, 2022“
Upvote on Product Hunt: https://www.producthunt.com/posts/gentr-ee
Become A VS Code SuperHero Today: https://vsCodeHero.comGet my FREE VS Code Cheat Sheet: https://courses.codestackr.com/vs-cod…
Join my Discord developer community: https://discord.gg/A9CnsVzzkZ
Twitter (Elon Musk) announced that they will no longer allow free promotion of certain social media platforms on Twitter. The platforms that are restricted are Facebook, Instagram, Mastodon, Truth Social, Tribel, Nostr, Post, and 3rd-party social media link aggregators such as linktr.ee, lnk.bio.
Let’s take a look at this new policy and figure out how we can continue to provide value to our audiences.
Improve your online presence with a FREE link-in-bio generator that provides a unique URL and is not affiliated with any 3rd-party link aggregation services. You get full ownership of the generated page, preventing bans from social media platforms like Twitter
RESOURCES
GenTree Link-in-Bio generator: https://gentr.ee
Sign up for GitHub: https://github.com/signup
Sign up for Netlify: https://app.netlify.com/signup
Subscribe to my Newsletter: https://newsletter.codestackr.com/
Upvote on Product Hunt: https://www.producthunt.com/posts/…
Cassidy Williams Article: https://css-tricks.com/hack-the-deploy-to-netlify…Other:
https://commission.europa.eu/strategy-and-policy…
https://intercom.help/linktree…
Tools I use:
- codeSTACKr VS Code Theme: https://marketplace.visualstudio.com/…
- STACKr Code Font (Exclusive to my VS Code Course – https://vsCodeHero.com)
- SuperHero Extension Pack: https://marketplace.visualstudio.com/…
Timestamps
- 00:00 – Intro
- 00:31 – Promotion of alternative social platforms policy
- 03:30 – What does this mean?
- 04:38 – The policy vanishes
- 05:29 – What does the future hold?
- 07:13 – Introducing a Free link-in-bio generator
- 07:59 – Generate your free link in bio page
- 10:25 – Deploy your free link in bio page
- 11:30 – Customize your URL
- 12:22 – How to update the site
- 14:18 – Upvote on Product Hunt Please!
Show support!
- PayPal: https://paypal.me/codeSTACKr
Watch Next:
- Playlist: Web Development For Beginners – https://www.youtube.com/watch?v=Ez4yH…
Connect With codeSTACKr:
- Website: https://www.codestackr.com
- Twitter: https://twitter.com/codeSTACKr
- Instagram: https://instagram.com/codeSTACKr
- Facebook: https://facebook.com/codeSTACKr
”
[#Script #Coding] Best VS Code Extension for JavaScript Console Logging
Best VS Code Extension for JavaScript Console Logging
By codeSTACKr
Published: Dec 28, 2022“
Become A VS Code SuperHero Today: https://vsCodeHero.com
Join my Discord developer community: https://discord.gg/A9CnsVzzkZ
Even though console log may not always be the best way to debug JavaScript, we all use it. So, install the Turbo Console Log extension in VS Code to turbo charge your logs. Select any variable that you want to log, press CTRL+Alt+L (for log) and it will automatically add the log for you.
Not only does it add a log, but it adds to it the file, variable name, and the variable value to make them easy to find in the console. You can customize what’s included in each log in the settings. But that’s not even the best feature of this extension. You can press ALT+Shift+C to comment all log messages in a file.
ALT+Shift+U to uncomment all logs in a file.
And when you’re done debugging, press ALT+Shift+D to delete all logs in the file so no one will ever know you were using console logs to debug!
Tools I use:
- codeSTACKr VS Code Theme: https://marketplace.visualstudio.com/…
- STACKr Code Font (Exclusive to my VS Code Course – https://vsCodeHero.com)
- SuperHero Extension Pack: https://marketplace.visualstudio.com/…
Show support!
- PayPal: https://paypal.me/codeSTACKr
Watch Next:
- Playlist: Web Development For Beginners – https://www.youtube.com/watch?v=Ez4yH…
Connect With codeSTACKr:
- Website: https://www.codestackr.com
- Twitter: https://twitter.com/codeSTACKr
- Instagram: https://instagram.com/codeSTACKr
- Facebook: https://facebook.com/codeSTACKr
”
[#Script #Coding] VS Code Extension: Template String Converter
VS Code Extension: Template String Converter
By codeSTACKr
Published: Dec 19, 2022“
Become A VS Code SuperHero Today: https://vsCodeHero.com
Join my Discord developer community: https://discord.gg/A9CnsVzzkZDo you find yourself constantly having to convert strings to template strings so that you can include variables in JavaScript?
The Template String Converter extension in VS Code makes this a breeze!
After you’ve installed it, just start typing a ${ in any single or double quote string and it will automatically convert the string to use backticks!!
You’re welcome!
Tools I use:
codeSTACKr Theme: https://marketplace.visualstudio.com/items?itemName=codestackr.codestackr-theme
STACKr Code Font (Exclusive to my VS Code Course – https://vsCodeHero.com)
SuperHero Extension Pack: https://marketplace.visualstudio.com/items?itemName=codeSTACKr.superhero-extensions
Show support!
PayPal: https://paypal.me/codeSTACKr
Watch Next:
Playlist: Web Development For Beginners – https://www.youtube.com/watch?v=Ez4yHS2dsN8&list=PLkwxH9e_vrAJ0WbEsFA9W3I1W-g_BTsbt
Connect With Me:
Website: https://www.codestackr.com
Twitter: https://twitter.com/codeSTACKr
Instagram: https://instagram.com/codeSTACKr
Facebook: https://facebook.com/codeSTACKr”
[#Script #Coding] React JavaScript Framework for Beginners – Project-Based Course
React JavaScript Framework for Beginners – Project-Based Course
By freeCodeCamp.org
Published: Aug 31, 2022“
Learn React in this full course for beginners. React is one of the most popular JavaScript frameworks and this course is the perfect place to start your learning journey. You will learn everything you need to know to get started with React by building three different projects.
We brought together three popular teachers for this course so you can learn from multiple perspectives.
You can code React all in a web browser using Replit. Replit provided a grant that made this course possible.
https://join.replit.com/react-students
Part One
Instructor: Gavin Lon
- Gavin’s channel: https://www.youtube.com/c/GavinLon
- Code from video (using Prop Drilling): https://replit.com/@GavinLon/TeamMemb…
- Code alternate (using Context to avoid prop drilling): https://github.com/GavinLonDigital/Te…
- How to Create a Free Replit Account: https://www.freecodecamp.org/news/how…
- What is a repl and how to create one: https://www.freecodecamp.org/news/how…
- Function component vs class component: https://reactjs.org/docs/components-a…
- JavaScript Arrow Functions: https://www.freecodecamp.org/news/jav…
- Hooks and State in React: https://reactjs.org/docs/hooks-state….
- The Bootstrap Grid System: https://getbootstrap.com/docs/5.0/lay…
- Understanding Props in React: https://www.freecodecamp.org/news/how…
- Using Context in React: https://reactjs.org/docs/context.html
Part Two
- Instructor: John Smilga
- Gavin’s channel: https://www.youtube.com/c/CodingAddict
- Complete App: https://meals-application.john-smilga…
- Source Code: https://replit.com/@john-smilga/meals…
Part Three
- Instructor: Sanjeev Thiyagarajan
- Gavin’s channel: https://www.youtube.com/c/SanjeevThiy…
- Code: https://replit.com/@SanjeevThiyagar/r…
Contents
- (0:00:00) Course Introduction
- (0:02:03) Introduction, part 1
- (0:06:15) What is Replit
- (0:07:50) What is React
- (0:08:23) Create a Repl
- (0:11:29) Create Functional Components
- (0:18:02) Install Bootstrap 5
- (0:22:49) Implement the useState Hook in a Functional Component
- (0:29:16) Upload Image Files to Replit
- (0:33:28) Create JSX Code to Render Bootstrap Cards for Employees
- (0:40:49) Create Teams DropDown List
- (0:45:03) Use JavaScript Events to Set State
- (0:54:26) Move State Related Functionality to the App Component
- (0:56:48) Understanding Props
- (1:04:41) LocalStorage and the useEffect Hook
- (1:11:47) Routing, react-router-dom package, Navigation
- (1:25:25) Create Employee Component
- (1:38:03) Abstract Responsibilities Into Functional Components
- (1:46:14) Implement Media Queries
- (1:47:04) Using Context to Reduce or Avoid Prop Drilling
- (1:48:50) Course Wrap up
- (1:49:15) Introduction, part 2
- (1:53:12) Setup
- (2:08:03) Context API
- (2:30:46) Data Fetching
- (2:42:08) Meals Component
- (3:38:29) Search Component
- (4:10:11) Modal Component
- (4:43:04) Favorites Component
- (5:14:27) Introduction, part 3
- (5:20:32) Initialize Project
- (5:22:48) React Router
- (5:30:23) Fetching Data From API
- (5:49:46) Multiple Requests with Promise.all()
- (5:54:05) Map Method for rendering lists
- (6:04:12) Rendering Table of Stocks
- (6:09:12) Color Coding data
- (6:16:55) Autocomplete Search Component
- (6:39:12) Context API
- (6:59:40) Navigating Between Pages
- (7:03:52) Fetching Historical Data
- (7:25:22) Formatting Data
- (7:31:31) Working with Charts
- (7:44:18) Chart Time Toggle
- (7:58:54) Delete Stock (Event Propagation)
- (8:05:26) Stock Data
- (8:16:52) Local Storage
”









