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
”
Category: Video Tutorials
Video Tutorials on Photoshop, after effects, coding, managing your YouTube channel, etc
[#Adobe #Design] How to Reduce File size in Premiere Pro
How to Reduce File size in Premiere Pro
By AdobeMasters
Published: Dec 12, 2022“
Premiere Pro has changed their export functionality again, so I am creating this video to show how to reduce file size in Premiere Pro CC. From this, you will find some techniques to reduce the file size without too much quality loss.
Check out my Premiere Pro Course: https://www.udemy.com/cour…
Get near unlimited stock footage and premiere pro templates: http://1.envato.market/c/1413971/298927/4662
Join the Community at: https://adobemasters.net/
Request a Tutorial at: https://adobemasters.net/request-a-tutorial/If you want to learn more about the Adobe products. Here are a couple of cheap courses I learned from.
http://adobemasters.net/courses/Subscribe to see more Adobe-related content, and videos every other day.
”
[#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
”
[#Photoshop #Tutorials] Glowing Space Text Effect – Photoshop Tutorial
Glowing Space Text Effect – Photoshop Tutorial
By Photoshop Tutorials
Published: Mar 12, 2018“
This Photoshop tutorial covers how to create a cool space text effect using nebula images. We’ll be working with adjustment layers, filters, masks and much more. Don’t forget to leave a like on the video, so I know that you enjoyed this tutorial.
Unlimited Downloads on Envato Elements, Photoshop Actions, Brushes, Stocks and much more!
STOCKS
http://www.photoshoptutorials.tv/glow…If you’re new to our content, subscribe and stay updated for new Photoshop content.
Audio Provided By: https://www.youtube.com/audiolibrary
”
[#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
”
[#Photoshop #Tutorials] Animal Double Color Exposure Effect – Photoshop Tutorial
Animal Double Color Exposure Effect – Photoshop Tutorial
By Photoshop Tutorials
Published: Sep 24, 2018“
This Photoshop tutorial teaches you how to create a double exposure color effect, using two images. We’ll be working with solid color adjustment layers for colors and blending them & Much more. Please leave a like if you enjoyed this tutorial.
Download All Stocks Here!
Unlimited Downloads on Envato Elements, Photoshop Actions, Brushes, Stocks and much more!
Audio Provided By https://www.youtube.com/audiolibrary
If you made it this far, I put a lot of work into creating tutorials. Many hours of editing and sharing. If you’re new please subscribe for new content.
”
[#Art #Animation] Character Turns like a Pro! Photoshop Timeline
Character Turns like a Pro! Photoshop Timeline
By BaM Animation
Published: Sep 03, 2018“
Brent and Max teach you about character design’s most important job, TURNAROUNDS….one of the hardest things to do! We share awesome tips and tricks that only pros know.
A 2d character turn around is a fundamental of character design. Animation uses character turn arounds to complete traditional and puppeted animation. You can make a character turn around using photoshop and the photoshop timeline. In this video we explain how to use the photoshop timeline to rotate your 2d character.
[READ MORE]”
[#Video #Editing] Free Premium Templates For After Effects & Premiere Pro
Free Premium Templates For After Effects & Premiere Pro
By Olufemii
Published: May 27, 2022“
Start Your 7 Day Free Trial of Envato Elements: https://1.envato.market/Gjda02
Get Unlimited Video Templates With Your Free Trial: https://1.envato.market/Gjda02So over 5,000 of you have joined Envato Elements through the Olufemii Channel. For all of you who are yet to join you can now get Elements for FREE for 7 days.
Elements is a subscription service that gives you access to millions of quality digital products like text packs, effects packs, beautiful stock footage, sound effects, transition packs, literally anything you could dream of having as a video editor!
CONTENTS
- Intro
- Vital Elements
- Free Trial
- Free Templates
- Outro
Reach out to Josh Olufemii on Instagram: https://www.instagram.com/madebyolufe…
Subscribe Here: https://www.youtube.com/c/OlufemiiTuts”
[#Video #Design] Create #3D Characters in #Adobe #Illustrator Super Easy!
Create #3D Characters in #Adobe #Illustrator Super Easy!
By School of Motion
Published: Dec 02, 2022“
Watch full video here! https://youtu.be/qNKsY5z35SU
Turn your 2D art into 3D! Learn how easy it is to turn 2D vector art into 3D character designs in Illustrator! Learn how to map 2D textures onto your 3D models in Illustrator and discover how to export your 3D character to other 3D applications like Adobe Stager, Blender or Cinema 4D! 3D is a super important skill to learn and Illustrator makes it easy for any 2D artist to enter the world of 3D.
Cinema 4D Basecamp
https://som.bz/c4dbc”
