AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science

By freeCodeCamp.org
Published: Nov 05, 2024

“
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This course goes beyond theory to provide hands-on implementation experience, career guidance, and great insights from industry professionals. It also includes a career guide on how to build a data science career, launch a startup, and prepare for interviews.

?? Contents ??
?? (00:00:00) Introduction
?? (00:00:02) Machine Learning Roadmap for 2024
?? (00:49:53) ML Basics (Supervised vs. Unsupervised, Regression vs. Classification)
?? (01:05:10) Machine Learning Bias-Variance Trade-off
?? (01:12:22) Machine Learning Overfitting Regularization
?? (01:41:11) Machine Learning Linear Regression Model
?? (01:48:15) Machine Learning Linear Regression Model As a Prediction Model
?? (02:04:41) Top 10 Machine Learning Algorithms
?? (03:50:28) Data Analysis : Superstore Data Analytics Project
?? (05:11:29) Machine Learning Linear Regression Case Study
?? (07:11:16) MLOps: Movie recommendation system.
?? (07:49:52) Workshop: How to Become a Data Scientist With No Experience
?? (08:59:38) Workshop: How to Build A Startup
?? (09:26:21) Machine Learning Interview Prep???? Thanks to our Champion and Sponsor supporters:
???? Drake Milly
???? Ulises Moralez
???? Goddard Tan
???? David MG
???? Matthew Springman
???? Claudio
???? Oscar R.
???? jedi-or-sith
???? Nattira Maneerat
???? Justin Hual

—

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]

”

Premiere Pro 2025 Is CRAZY

By Olufemii
Published: Oct 31, 2024

“
???? Get My Total Collection Bundle Here: https://bit.ly/3TmwhTi

Premiere Pro 2025 is OUT. And the new features now available will rock your world.

Get My Camera: https://amzn.to/3Xj3FM2
Get A Full Camera Setup: https://amzn.to/4gn2OCC

?? Reach out to Josh Olufemii on Instagram: / madebyolufemii
?? Subscribe Here: https://www.youtube.com/c/OlufemiiTuts

[READ MORE]

”

Marvel’s Futuristic Magic: Perception Founders on Designing Tomorrow

By School of Motion
Published: Oct 30, 2024

“
Meet Perception—a motion design studio trusted by Hollywood and some of the world’s biggest brands to bring sci-fi dreams to life.Ever wonder who’s behind the mind-blowing tech visuals in Black Panther or the holographic wizardry in Iron Man? In this episode of the School of Motion Podcast, Joey sits down with Perception founders Danny Gonzalez and Jeremy Lasky as they spill the ‘secret sauce’ that powers their studio’s success.

Check out the corresponding blog post for more info: https://www.schoolofmotion.com/blog/perception

Rive Academy Vol 1
https://www.schoolofmotion.com/courses/rive-academy-volume-1

SCHOOL OF MOTION COURSES
All Courses – https://som.bz/3SUg5Yb

Chapters
00:00:00 Intro
00:00:24 Origins & Evolution
00:14:32 The Marvel Breakthrough
00:27:53 Juggling Dreams & Work-Life Balance
00:37:29 From Fiction to Real Tech
00:58:46 The Business of Creativity
01:06:46 Creative Process & Innovation
01:17:53 Studio Growth & Management

[READ MORE]

”

Ready to build design and animation skills that set you apart?

By School of Motion
Published: Oct 30, 2024

“
Meet Perception—a motion design studio trusted by Hollywood and some of the world’s biggest brands to bring sci-fi dreams to life.Ever wonder who’s behind the mind-blowing tech visuals in Black Panther or the holographic wizardry in Iron Man? In this episode of the School of Motion Podcast, Joey sits down with Perception founders Danny Gonzalez and Jeremy Lasky as they spill the ‘secret sauce’ that powers their studio’s success.

Check out the corresponding blog post for more info: https://www.schoolofmotion.com/blog/perception

Rive Academy Vol 1
https://www.schoolofmotion.com/courses/rive-academy-volume-1

SCHOOL OF MOTION COURSES
All Courses – https://som.bz/3SUg5Yb

Chapters
00:00:00 Intro
00:00:24 Origins & Evolution
00:14:32 The Marvel Breakthrough
00:27:53 Juggling Dreams & Work-Life Balance
00:37:29 From Fiction to Real Tech
00:58:46 The Business of Creativity
01:06:46 Creative Process & Innovation
01:17:53 Studio Growth & Management

[READ MORE]

Ready to dive into design or animation and build skills that set you apart?

Session B registration is officially open! Classes start November 4th????

Find out more on our website and register now ?? https://som.bz/40oeU97

[READ MORE]

”

Use AI to Extend Your Footage in Premiere Pro!

By Olufemii
Published: Oct 29, 2024

“
???? Get My Total Collection Bundle Here: https://bit.ly/3TmwhTi

Generative Extend in Premiere Pro is pretty impressive. Heres a really quick break down. 5 more videos on the way!

Get My Camera: https://amzn.to/3Xj3FM2
Get A Full Camera Setup: https://amzn.to/4gn2OCC

?? Reach out to Josh Olufemii on Instagram: https://www.instagram.com/madebyolufemii
?? Subscribe Here: https://www.youtube.com/c/OlufemiiTuts?sub_confirmation=1

[READ MORE]

”

Photoshop 2025 Top 7 NEW Features & Updates Explained!

By Photoshop Training Channel
Published: Oct 25, 2024

“
Adobe Photoshop 2025 is here, packed with powerful new features! In this video, we’ll dive into everything new in Photoshop 2025 and Photoshop Beta 26.1.

Discover the upgraded Remove Tool, which instantly clears distractions like wires, cables, and people. Plus, explore the new Generative Workspace for batch generation. I’ll also share my favorite feature—the Substance 3D Viewer, which brings 3D object integration back into Photoshop!

I hope you enjoy the tutorial and that you learn something new!

???? SUBSCRIBE to get more amazing Photoshop tutorials!
? https://hi.switchy.io/Subscribe-to-PTC

???? INDEX – Adobe Photoshop 2025 Tutorials
00:00 – 01 – The Remove Tool Update
01:20 – 02 – Generate Similar
02:06 – 03 – Generate Background
05:29 – 04 – Firefly Image Model 4
07:15 – Photoshop Beta
07:37 – 05 – Reference Image
10:37 – 06 – Generative Workspace
13:42 – 07 – Substance 3D Viewer

Premium Tutorials ? http://ptcvids.com/shop

???? CONNECT
? TikTok ? https://www.tiktok.com/@jrfromptc 
? Instagram ? http://instagram.com/photoshoptrainingchannel

???? CREDITS
? Photoshop video tutorials by Jesus Ramirez

#PhotoshopTutorial #Photoshop #PTCvids

[READ MORE]

”

LIVE CAREER EVENT: Google UX Design Career Opportunities

By School of Motion
Published: Oct 22, 2024

“
Interested in using your mad artistic skills in the field of UX Design? Great news: Google is always looking for talented people to join their team!

In this livestream, our own Joey Korenman and members of Google’s UX team will explore the hiring process for a UX Designer, talk about what they’re looking for in a candidate, and walk you through a day in the life on the job.

Interested? We thought so! Subscribe, hit that bell icon to get reminders about the stream and mark your calendar for Tuesday, October 29th @ 2pm ET!

NOTE: THIS LIVESTREAM WILL NOT BE AVAILABLE FOR REPLAY ON DEMAND AFTER THE EVENT.

SCHOOL OF MOTION COURSES
???? All Courses – https://som.bz/3LfK6PO

[READ MORE]

”

Google Cloud Digital Leader Certification Course 2024 – Pass the Exam!

By freeCodeCamp.org
Published: Oct 23, 2024

“
Prepare for the Google Cloud Digital Leader Certification and pass!

?? Developed by Andrew Brown of ExamPro. @ExamProChannel
???? https://www.exampro.co/gcp-cdl

?? Intro
???? 0:00:00 Intro
???? 0:13:29 Exam Guide Breakdown
???? 0:22:11 Additional GCP Resources

?? Cloud Concepts
???? 0:23:12 What Is Cloud Computing
???? 0:24:05 Evolution of Cloud Hosting
???? 0:27:19 What is Google Cloud
???? 0:31:55 Benefits of Cloud Computing
???? 0:36:22 Common Cloud Services
???? 0:38:18 Types of Cloud Computing
???? 0:40:42 Shared Responsibility Model
???? 0:43:48 Shared Responsibility Model for Compute
???? 0:49:50 Shared Responsibility Model Alternates
???? 0:53:03 Cloud Computing Deployment Models
???? 0:56:44 TCO and Capex Vs Opex
???? 1:00:48 Cloud Architecture Terminologies
???? 1:05:29 Evolution of Computing

?? Global Infrastructure
???? 1:10:39 Intro to Global Infrastructure
???? 1:11:18 Regions
???? 1:12:42 Edge Network
???? 1:14:18 Zones
???? 1:15:40 Resource Scoping
???? 1:17:13 Data Residency
???? 1:18:49 Cloud Interconnect
???? 1:20:58 Cloud for government
???? 1:23:08 Latency

?? Digital Transformation
???? 1:24:56 Innovation Waves
???? 1:26:20 Burning Platform
???? 1:27:10 Evolution of Computing Power
???? 1:29:33 Digital Transformation
???? 1:30:45 Cloud Solution Pillars

?? Google Cloud Tools
???? 1:35:06 Google Cloud Console
???? 1:35:57 Cloud SDK
???? 1:36:42 Cloud CLI
???? 1:37:22 Cloud Shell
???? 1:37:57 Projects and Folders

?? Google Cloud Adoption Framework
???? 1:39:38 Intro to GCAF
???? 1:40:48 Themes
???? 1:42:19 Phases
???? 1:43:57 Cloud Maturity Scale
???? 1:47:57 Epics and Programs
???? 1:50:16 TAM
???? 1:51:02 Cloud Maturity Assessment

?? Core Services
???? 1:51:45 Compute Svcs
???? 1:54:02 App Engine
???? 1:57:22 Containers Svcs
???? 1:59:19 Kubernetes
???? 2:00:55 Databases Svcs
???? 2:03:40 Database
???? 2:04:40 Data Warehouse
???? 2:06:01 Key Value Store
???? 2:07:23 Document Store
???? 2:08:14 Serverless Svcs
???? 2:10:27 Storage
???? 2:13:13 Cloud Storage
???? 2:16:14 Networking Svcs
???? 2:19:50 More Networking Svcs
???? 2:22:11 Networking VPC Features

?? More Services
???? 2:24:09 Internal
???? 2:25:41 Apigee
???? 2:27:14 API Management
???? 2:29:03 Data Analytics
???? 2:31:07 Dataproc Dataflow Cloud Data Fusion
???? 2:34:09 Developer Tools
???? 2:37:02 Hybrid and Multi
???? 2:39:34 Internet of Things
???? 2:40:34 Cloud Deployment Manager
???? 2:41:40 Media and Gaming
???? 2:42:50 Operations Suite
???? 2:43:53 Other Group Products
???? 2:44:31 Firebase

?? Migration Services
???? 2:45:38 Migration Svcs
???? 2:47:03 Types of Migration
???? 2:49:21 Migration Path
???? 2:56:37 Migrate for Compute Engine
???? 2:57:35 Anthos
???? 2:58:40 Migrate for Anthos
???? 2:59:50 Storage Transfer Service
???? 3:01:06 Transfer Appliance

?? AI and ML
???? 3:03:12 Vertex AI Overview
???? 3:07:54 Tensorflow
???? 3:09:22 AI Platform and AutoML
???? 3:10:49 ML Compute and Notebooks
???? 3:13:01 AI Svcs
???? 3:14:32 Conversational AI

?? Security
???? 3:15:54 Identity Access and Security Svcs
???? 3:18:42 User Protection Svcs
???? 3:19:21 Secure by Design Infrastructure
???? 3:21:36 Compliance Reports Manager
???? 3:22:10 Compliance Programs
???? 3:25:52 Google Privacy and Transparency
???? 3:27:44 Cloud Armor
???? 3:29:35 Private Catalog
???? 3:30:25 Security Command Center
???? 3:31:22 DLP
???? 3:32:41 BeyondCorp
???? 3:35:45 Access Context Manager
???? 3:36:55 VPC Service Controls
???? 3:37:51 Cloud IAP
???? 3:38:48 BeyondCorp Enterprise

?? Identity
???? 3:40:05 Directory Service
???? 3:41:36 Cloud Identity
???? 3:45:25 Active Directory
???? 3:50:09 Managed Service for Microsoft Active Directory
???? 3:51:40 Identity Providers
???? 3:53:13 SSO
???? 3:54:09 LDAP
???? 3:55:38 GCDS

?? Support
???? 3:56:05 SLAs
???? 3:57:56 GCP SLAs
???? 4:00:13 Support Plans
???? 4:03:51 Active Assist
???? 4:04:44 Cloud Support API
???? 4:05:41 Third Party Technology Support
???? 4:07:50 Technical Account Advisor Service
???? 4:08:48 Assured Support
???? 4:09:40 Mission Critical Services
???? 4:10:52 Cloud Aware Support
???? 4:11:28 Operational Health Reviews
???? 4:12:03 Event Management Service
???? 4:12:48 Training Credits
???? 4:14:12 New Product Previews
???? 4:15:37 TAM

?? Billing
???? 4:16:57 Billing Account
???? 4:19:13 Billing and Payment types
???? 4:20:59 Charging Cycle
???? 4:21:46 Cloud Billing IAM Roles
???? 4:23:02 Billing Health Check and Budget Alerts
???? 4:24:39 Built in Billing Reports
???? 4:25:32 Billing Reports
???? 4:26:33 Cost Table Reports
???? 4:27:23 Cost Breakdown Report
???? 4:28:20 Pricing Report

?? Pricing
???? 4:29:07 Pricing Overview
???? 4:30:32 Free Trial and Free Tier
???? 4:36:56 On Demand
???? 4:37:39 Committed Use Discounts
???? 4:38:56 Sustained Use Discounts
???? 4:41:14 Flat Rate Pricing
???? 4:42:08 Sole Tenant Node Pricing
???? 4:43:20 Google Pricing Calculator

?? Resource Hierarchy
???? 4:43:59 Resource Hierarchy
???? 4:46:43 Environment Oriented Hierarchy
???? 4:47:16 Function Oriented Hierarchy
???? 4:48:11 Granular Access Oriented Hierarchy

?? Follow Along
???? 4:49:26 Create Folders and Projects
???? 4:54:54 Billing Overview
???? 4:59:30 Create a Compute Engine
???? 5:19:17 Create an SQL Server
???? 5:34:53 Run an app on App Engine
???? 5:48:11 Create a bucket on Cloud Storage
???? 5:52:00 Run a query on BigQuery
???? 5:54:26 Vertex AI

?? Booking Your Exam
???? 6:06:13 Booking Your Exam

[READ MORE]

”

JavaScript GameDev – Code a Sonic Runner Using Kaplay Library

By freeCodeCamp.org
Published: Oct 17, 2024

“
Learn how to build a sonic infinite runner game using JavaScript. In this course @JSLegendDev will teach you how to use the Kaplay game library for GameDev in JavaScirpt.

Live demo: https://jslegend.itch.io/sonic-ring-run
Source code: https://github.com/JSLegendDev/sonic-runner
Assets: https://github.com/JSLegendDev/sonic-runner/tree/master/public

How to implement parallax scrolling : https://jslegenddev.substack.com/p/how-to-implement-infinite-parallax

?? Contents ??
0:00:00 Intro
0:04:06 Project Setup
0:21:41 Loading Assets
0:31:09 Making The Main Menu Scene
0:54:51 Creating The Sonic Game Object
1:03:38 Making The Game Scene
1:14:02 Implementing Sonic Gameplay
1:22:54 Implementing Enemy Logic
1:37:21 Implementing Ring + Score Logic
1:56:39 Making The Game Over Scene
2:06:06 How Build The Game for Distribution

???? Thanks to our Champion and Sponsor supporters:
???? Drake Milly
???? Ulises Moralez
???? Goddard Tan
???? David MG
???? Matthew Springman
???? Claudio
???? Oscar R.
???? jedi-or-sith
???? Nattira Maneerat
???? Justin Hual

—

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]

”

Use Adobe Express to Translate Your Social Media Posts!

By Photoshop Training Channel
Published: Oct 16, 2024

“
Perspective grids in Photoshop are easy to make. We show you how to use perspective grids in this episode, we show you 1, 2 and 3 point. And how to make a Warped Perspective Grid! Perspective is great for animation backgrounds, comics, concept art, and illustration. And as bonus. Brent and Max will teach you all about composition, set dressing, lighting, atmospheric perspective and MORE.

Enjoy! and let us know in the comments if this helped you in your art!

—————————————-
Special thanks to our Submitting artists:

Zach
http://zennyzach.tumblr.com/

James Bristow
https://www.instagram.com/jamesmbristow/

Vinnie D.
http://antibunny.com/

James De Ocampo
jebs.artstation.com

Brandon Allred
https://www.instagram.com/brandonallredart/

———————————————
Industry Artists featured in this episode

Mathieu Hains
https://www.instagram.com/mathieuhains/

JULIETA COLÁS
http://www.jujujulieta.com/

Cyndee Guerrieri
http://cyndeeguerrieri.tumblr.com/

————————————-
BaM is dedicated to teaching artists all about the animation industry, and skills sets including character design, background design, animation, and painting! Send us your art, and BaM will make an episode about YOU!

Email Bam.redrawmyart@gmail.com
If you want to have YOUR art redrawn!

?We have a Website and Store now!?
https://www.brentandmax.com/

Visit our Portfolios
https://portfolio-maximus.tumblr.com
https://brentnoll.com/

Instagram
https://www.instagram.com/bam_animation/

[READ MORE]

[READ MORE]

”