Fine Tuning LLM Models – Generative AI Course

By freeCodeCamp.org
Published: May 21, 2024

“
Learn how to fine tuning LLM models. This course will teach you fine tuning using using QLORA and LORA, as well as Quantization using LLama2, Gradient and the Google Gemma model. This crash course includes both theoretical and practical instruction to help you understand how to perform fine tuning.

???? Code: https://github.com/krishnaik06/Finetuning-LLM

?? Course developed by @krishnaik06

?? (0:00:00) Introduction
?? (0:01:39) Quantization Intuition
?? (0:34:03) Lora And QLORA Indepth Intuition
?? (0:56:26) Finetuning With LLama2
?? (1:20:35) 1 bit LLM Indepth Intuition
?? (1:37:33) Finetuning with Google Gemma Models
?? (1:59:45) Building LLm Pipelines With No code
?? (2:20:33) Fine tuning With Own Custom Data

???? Thanks to our Champion and Sponsor supporters:
???? davthecoder
???? jedi-or-sith
???? ????
???? Agustín Kussrow
???? Nattira Maneerat
???? Heather Wcislo
???? Serhiy Kalinets
???? Justin Hual
???? Otis Morgan
???? Oscar Rahnama

—

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

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

[READ MORE]

”

Adobe After Effects May 2024 Release! | Motion Mondays

By School of Motion
Published: May 21, 2024

“
Join my premium 2024 bootcamp here https://learnwebcode.teachable.com/p/learnwebcode-premium

In this video you learn everything you need to get started with Next.js!

GitHub Repo To Borrow Code From: https://github.com/LearnWebCode/nextjs-youtube-demo

My other video where you can learn the basics of React: https://www.youtube.com/watch?v=70fadMRqnBo

0:00 Intro
0:42 Getting Started
4:23 Linking Pages
9:36 App-Wide Code
13:53 Navigation
16:40 Blog Feature
19:16 getStaticProps
24:10 URL Parameters
29:30 Module / Component CSS
32:52: Dev & Production Modes
35:40 Incremental Static Regeneration
41:28 getServerSideProps
47:02 Deploying To Live Site

Follow me for updates on new videos or projects:
Instagram: https://www.instagram.com/javaschiff/
Twitter: https://twitter.com/learnwebcode
Facebook: https://www.facebook.com/Brad-Schiff-1542576316048470/
Twitch: https://www.twitch.tv/learnwebcode

[READ MORE]

The After Effects May 2024 release is out, and it includes a bunch of new features and quality of life updates! Find out more in the latest episode of Motion Mondays, and a more detailed breakdown by Eran Stern over at @SternFX!

FULL EPISODE: https://som.bz/3wNAFmn

[READ MORE]

”

New After Effects Features, Google’s AI Video Generator, and Stadium GFX Galore | Motion Mondays

By School of Motion
Published: May 20, 2024

“
????? After Effects updates, AI tools galore, and some amazing work from across the pond… it’s Motion Mondays time!

???? CHAPTERS ????
00:00 Motion Mondays
00:18 After Effects May 2024 Update
01:42 Cub Studio’s Latest Reel Rocks
02:37 Substance Modeler 1.1 + VR Modeling
03:28 Cavalry’s 36 Days of Cavalry Contest
04:27 SOM Monthly Meetup for Alumni + Students
05:01 Packshot HDRI Generator
05:51 Rive Meets Rhythm
06:26 Connor Henkle’s Sports GFX Breakdowns
07:16 Icons8 AI Illustrations
07:52 SOM Summer Session Updates
08:36 Google’s AI Revolution Continues

???? SCHOOL OF MOTION COURSES MENTIONED
16-bits of character animation, action and nostalgia – https://som.bz/cubstudio
After Effects Kickstart – https://som.bz/aek
Animation Bootcamp – https://som.bz/ab
Cinema 4D Basecamp – https://som.bz/c4dbc

????? SHOW NOTES
Adobe’s May 2024 After Effects Release Notes – https://helpx.adobe.com/after-effects/using/whats-new.html
@SternFX ’s New AE Features Round Up – https://www.youtube.com/watch?v=kkwczP9LvSI
Cub Studio’s New Reel – https://www.cubstudio.com/showreel
Substance Modeler – https://www.adobe.com/products/substance3d/apps/modeler.htm]
Collin Leix VR Modeling Podcast – https://www.youtube.com/watch?v=ULyOMDR3Bks&t=11s&pp=ygUcc2Nob29sIG9mIG1vdGlvbiBjb2xsaW4gbGVpeA%3D%3D
36 Days of Cavalry IG – https://www.instagram.com/p/C6yFdvHi_fS/?utm_source=ig_web_copy_link
Cavalry – https://cavalry.scenegroup.co/
Max Ganiyev (Packshot creator) – https://x.com/MaxGaniyev
Packshot – https://packshot.app/
Ryan Brotherston on Drums + Rive – https://www.brotherston.tv/gifs-scribbles
Connor Henkle – https://twitter.com/cjh_fx
CJHFX (Connor’s company) – https://cjhfx.com/
Icons8 AI Generator – https://icons8.com/illustration-generator
Google I/O 2024 Opener – https://www.youtube.com/watch?v=wwk1QIDswcQ
Google Labs AI Tools – https://blog.google/technology/ai/google-labs-video-fx-generative-ai/
Google Veo – https://deepmind.google/technologies/veo/

[READ MORE]

”

Angular and Supabase Course – Build a Realtime Chat Application

By freeCodeCamp.org
Published: May 20, 2024

“
Create and deploy a powerful real-time chat application using Angular 17 and Supabase in this full course.

Initial Setup: https://github.com/desoga10/ng-chat-ui-setup
Final Implementation: https://github.com/desoga10/ng-chat-v
Demo Link: https://ng-chat-v.vercel.app/

?? Developed by @TheCodeAngle

?? Contents ??
?? (0:00:00) Introduction and Project Demo
?? (0:07:13) User Interface Setup
?? (0:14:32) Setting up a New Supabase Project
?? (0:16:48) Setting up Google Oauth using the Google Cloud Platform
?? (0:25:39) Angular Router Configuration
?? (0:27:58) Setting up the Authentication Service
?? (0:39:03) Creating the CanActivate route guard
?? (0:52:03) Setting up the Chat Tables and the Users Table in Supabase
?? (1:11:07) Implementing the functionality to create a new Chat
?? (1:21:22) Resetting the Form on Submit and Disabling Button for Validation
?? (1:24:11) Fetch and Display Chats from Database
?? (1:38:20) Implementing the Delete Message Functionality
?? (2:01:42) Hosting the App using Vercel
?? (2:08:08) Outro

???? Thanks to our Champion and Sponsor supporters:
???? davthecoder
???? jedi-or-sith
???? ????
???? Agustín Kussrow
???? Nattira Maneerat
???? Heather Wcislo
???? Serhiy Kalinets
???? Justin Hual
???? Otis Morgan
???? Oscar Rahnama

—

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

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

[READ MORE]

”

WordPress Interactivity API Tutorial & Explanation

By LearnWebCode
Published: May 17, 2024

“
Join the full course here https://learnwebcode.teachable.com/p/learnwebcode-premium

GitHub code reference for this video https://github.com/LearnWebCode/interactivity-api-tutorial

0:00 Intro
6:51 Creating Our Block
26:04 What Is Context?
40:17 Front-End Basics
53:46 Blending Server & Client
1:13:44 Sorry & Congrats Messages
1:30:12 Callbacks
1:39:21 When To Use State Instead of Context

Follow me for updates on new videos or projects:
Instagram: https://www.instagram.com/javaschiff/
Twitter: https://twitter.com/learnwebcode
Facebook: https://www.facebook.com/Brad-Schiff-1542576316048470/
Twitch: https://www.twitch.tv/learnwebcode

[READ MORE]

”

College Precalculus – Full Course with Python Code

By freeCodeCamp.org
Published: May 16, 2024

“
Learn college Precalculus from an experienced university mathematics professor. You will also learn how to implement all the Precalculus concepts using the Python programming language.

???? Code: https://colab.research.google.com/drive/1Wn8CLlR__gQAMmGrC2DL6YqglTTrsviN

?? Ed Pratowski developed this course for freeCodeCamp.org.

?? Contents ??
?? (00:00:00) Introduction
?? (00:00:24) Get Data
?? (00:04:48) Draw Lines
?? (00:36:17) Trigonometry basics
?? (00:46:19) Solve Right Triangles
?? (01:06:16) Degrees and radians
?? (01:25:01) Unit Circle
?? (01:37:08) Trigonometry and Graphing
?? (01:59:28) The Six Trig Graphs
?? (02:18:35) Transforming Trig Graphs
?? (02:30:48) Periodic Data and Prediction
?? (02:53:14) Build a Clock with Trigonometry
?? (03:04:52) Law of Sines
?? (03:21:38) Law of Cosines
?? (03:35:46) Area of any Triangle
?? (03:47:44) Solve Any Triangle
?? (03:50:57) Triangle from Any Three Points
?? (04:09:03) Certification 4 Walkthrough
?? (04:23:09) Matrix Addition and Subtraction
?? (06:11:22) Matrix Multiplication
?? (06:17:24) Inverse of a Matrix
?? (06:26:01) Use a Matrix to Solve a System
?? (06:35:03) Use a Matrix to Develop an Equation
?? (06:46:53) Encoding and Decoding Messages
?? (06:56:15) Inverse Matrix to Solve a System
?? (07:27:34) Complex Numbers
?? (07:43:13) Graphing the Mandelbrot Set
?? (07:58:31) Sum of a Series
?? (08:10:41) The Number e as a Series
?? (08:32:08) How e relates to Sine and Cosine
?? (08:37:48) The Beautiful Math Formula
?? (08:47:54) Probability
?? (09:05:00) Pascal and the Triangle
?? (09:15:18) More Probability Applications
?? (09:26:45) The Math of Gambling
?? (09:44:52) Certification 5 Walkthrough
?? (09:53:40) Organize Your Colab Notebook
?? (11:16:10) A Few More Useful Formulas
?? (11:41:51) Simplify Trig Expressions
?? (10:59:43) Conclusion

???? Thanks to our Champion and Sponsor supporters:
???? davthecoder
???? jedi-or-sith
???? ????
???? Agustín Kussrow
???? Nattira Maneerat
???? Heather Wcislo
???? Serhiy Kalinets
???? Justin Hual
???? Otis Morgan
???? Oscar Rahnama

—

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

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

[READ MORE]

”

Oscar Mar on Blending Business, Design, and Creative Exploration

By School of Motion
Published: May 15, 2024

“
Oscar Mar joins us on the School of Motion Podcast, where he shares his journey from designer to founder, blending business savvy with creative exploration in sci-fi entertainment. See the full blog post here: https://www.schoolofmotion.com/blog/oscar-mar-parallel

Intro 00:00

Meet Oscar & Parallel 01:13

Learning From Mistakes 05:29

Oscar’s Freelance Career 15:05

What is Parallel? 19:18

Parallel’s Business Model 23:27

Runway vs. Revenue Longevity 39:06

Could Parallel Work Without NFTs? 48:22

The Negative Impact of Using NFTs 52:39

Can Parallel’s Success Be Replicated Today? 56:31

[READ MORE]

”

Learn Git – Full Course for Beginners

By freeCodeCamp.org
Published: May 08, 2024

“
In this Git course for beginners, you will learn the essentials of version control to help you manage your projects more efficiently.

?? Course developed by @HiteshChoudharydotcom

Code for React app: https://github.com/hiteshchoudhary/react-english

?? Contents ??
?? (0:00:00) Introduction to GIT series
?? (0:05:54) Git init and hidden folder
?? (0:23:27) Git commits and logs
?? (0:40:02) Git internal working and configs
?? (1:07:47) Git merge and git conflicts
?? (1:47:21) Git Diff and stashing
?? (2:15:42) Git rebase is not that scary
?? (2:37:24) Insight of pushing code to github
?? (3:18:18) How to make Pull Request and Open Source contribution

Channel link:
https://www.youtube.com/c/HiteshChoudharydotcom

???? Thanks to our Champion and Sponsor supporters:
???? davthecoder
???? jedi-or-sith
???? ????
???? Agustín Kussrow
???? Nattira Maneerat
???? Heather Wcislo
???? Serhiy Kalinets
???? Justin Hual
???? Otis Morgan
???? Oscar Rahnama

—

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

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

[READ MORE]

”

Texture a 3D Model with Substance Painter!

By School of Motion
Published: May 08, 2024

“
Adobe’s Substance Painter is arguably the industry go-to for texturing 3D models. But this powerful software comes with a lot of challenges if you don’t know your way around it. In this video, follow along with 3D motion designer Luis Miranda as he shows you the ins and outs. You’ll learn best practices for preparing your 3D model, how to properly set up UV mapping, and how to bring over your Substance materials into another 3D program.

Make sure to download the project files (including the models sculpted in Z-brush by Scott Unruh) so you can follow along! Grab them here: https://som.bz/3WDApAK

Follow Luis Miranda:
Website – https://luis-miranda.com/
Twitter – https://twitter.com/luismiranda4d?lang=en
Instagram – https://www.instagram.com/luismiranda4d/
LinkedIn – https://www.linkedin.com/in/lc-miranda-design/

Scott Unruh Instagram: https://www.instagram.com/sunruh33/

Intro 00;00;00

Project Setup 00;00;52

The Many, Many, Model UV Packing Options 00;06;10

Baking 00;14;14

ID Map and How to use it 00;15;37

Texture the Armor Pieces 00;19;40

Texture Mushroom Head 00;29;53

Exporting Materials and Mesh 00;38;29

Build Redshift Material with UDIMs 00;40;22

Mixamo for Posing 00;44;21

[READ MORE]

”

GitHub Actions Certification – Full Course to PASS the Exam

By freeCodeCamp.org
Published: May 07, 2024

“
Prepare for the GitHub Actions certification and pass! Certify your proficiency in automating workflows and accelerating development with GitHub Actions. Test your skills in streamlining workflows, automating tasks, and optimizing software pipelines, including CI/CD—all within customizable workflows.

?? Course developed by Andrew Brown of ExamPro. @ExamProChannel

https://www.exampro.co/github-actions

?? Contents ??
?? Introduction
00:01:00 Introduction
00:09:27 Exam Breakdown

?? GitHub Actions Basics
00:12:05 Introduction to GitHub Actions
00:14:07 GitHub Actions Basics
00:29:08 Workflows
00:30:21 Workflow Components
00:32:09 Scheduled Events
00:33:53 Scheduled Events
00:39:55 Single vs Multiple Events
00:41:08 Multi Events
00:47:58 Manual Events
00:49:07 Manual Events Lab
01:08:02 Webhook Events
01:09:49 Webhook Events
01:24:39 Conditional Keyword for Steps
01:25:22 Conditionals
01:27:26 Expressions
01:28:09 Expressions

?? Runners and Commands
01:36:15 Runners
01:39:44 GitHub Hosted Runners Lab
01:43:19 Self Hosted Runner
01:44:10 Self Hosted Runner Lab
01:51:46 Workflow Commands
01:53:02 Workflow Commands Lab

?? Advanced Workflows
01:57:51 Workflow Contexts
01:59:18 Context
02:07:00 Dependent Jobs
02:07:42 Dependent Jobs Lab
02:11:15 Encrypted Secrets
02:13:50 Configuration Variables
02:14:58 Default Env Vars
02:15:39 Set Custom Env Vars
02:16:38 Set Env Var with Workflow Commands
02:17:15 GITHUB_TOKEN Secret
02:18:19 Add Script to Workflow

?? Publishing and Deployment
02:19:05 Publish GitHub Package Using Workflows
02:21:03 Publish Docker Hub Registry using Workflow
02:21:53 Publish GitHub Container Registry using Workflow
02:22:30 Publish Components as GitHub Release
02:23:10 Deploy Release to Cloud Provider

?? Optimization and Management
02:24:03 Service Containers
02:26:44 Routing Workflow to Runner
02:28:09 CodeQL Steps
02:28:53 Caching Package and Dependency Files
02:30:18 Caching Job Dependencies and Build Outputs
02:31:21 Remove Workflow Artifact from GitHub
02:32:03 Workflow Status Badge
02:32:38 Env Protections
02:33:05 Job Matrix Configuration
02:33:30 Disabling vs Deleting Workflows

?? Advanced GitHub Actions
02:34:18 Action Types
02:35:01 Inputs and Outputs for Actions
02:35:46 Action Versions
02:37:26 Files and Directories for Actions
02:39:17 Exit Codes for GitHub Actions
02:40:04 Reuse Templates for Actions and Workflows
02:41:43 Configure Self Hosted Runners for Enterprise
02:43:06 Custom GitHub Actions

[READ MORE]

”