Author: Eric Brooks

Web & Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.

[#Script #Coding] Azure AI Fundamentals Certification 2024 (AI-900) – Full Course to PASS the Exam

Posted on by Eric Brooks

Azure AI Fundamentals Certification 2024 (AI-900) – Full Course to PASS the Exam

By freeCodeCamp.org
Published: Feb 21, 2024

“
freeCodeCamp.org Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! This course has been updated for 2024.

?? Course developed by Andrew Brown of ExamPro. @ExamProChannel
???? ExamPro Cloud Obsessed Certification Training: https://www.exampro.co

?? Contents ??
?? Introduction
???? (00:00:00) Introduction to AI-900
???? (00:08:18) Exam Guide Breakdown

?? ML Introduction
???? (00:12:51) Layers of Machine Learning
???? (00:13:59) Key Elements of AI
???? (00:14:57) DataSets
???? (00:16:37) Labeling
???? (00:17:43) Supervised and Unsupervised Reinforcement
???? (00:19:09) Netural Networks and Deep Learning
???? (00:21:25) GPU
???? (00:22:21) CUDA
???? (00:23:29) Simple ML Pipeline
???? (00:25:39) Forecast vs Prediction
???? (00:26:24) Metrics
???? (00:27:58) Juypter Notebooks
???? (00:29:13) Regression
???? (00:30:50) Classification
???? (00:31:44) Clustering
???? (00:32:29) Confusion Matrix

?? Common AI Workloads
???? (00:34:06) Anomaly Detection AI
???? (00:34:59) Computer Vision AI
???? (00:37:05) Natural Language Processing AI
???? (00:38:42) Conversational AI

?? Responsible AI
???? (00:40:16) Responsible AI
???? (00:41:09) Fairness
???? (00:42:08) Reliability and safety
???? (00:43:00) Privacy and security
???? (00:43:45) Inclusiveness
???? (00:44:24) Transparency
???? (00:45:00) Accountability
???? (00:45:45) Guidelines for Human AI Interaction
???? (00:46:04) Follow Along Guidelines for Human AI Interaction

?? Congitive Services
???? (00:57:33) Azure Cognitive Services
???? (00:59:41) Congitive API Key and Endpoint
???? (01:00:08) Knowledge Mining
???? (01:04:42) Face Service
???? (01:06:30) Speech and Translate Service
???? (01:08:04) Text Analytics
???? (01:11:02) OCR Computer Vision
???? (01:12:22) Form Recognizer
???? (01:14:48) Form Recognizer Custom Models
???? (01:15:34) Form Recognizer Prebuilt Models
???? (01:17:33) LUIS
???? (01:19:58) QnA Maker
???? (01:24:19) Azure Bot Service

?? ML Studio
???? (01:26:45) Azure Machine Learning Service
???? (01:28:10) Studio Overview
???? (01:29:39) Studio Compute
???? (01:30:48) Studio Data Labeling
???? (01:31:45) Data Stores
???? (01:32:34) Datasets
???? (01:33:44) Experiments
???? (01:34:16) Pipelines
???? (01:35:23) ML Designer
???? (01:36:07) Model Registry
???? (01:36:34) Endpoints
???? (01:37:50) Notebooks

?? AutoML
???? (01:38:41) Introduction to AutoML
???? (01:41:15) Data Guard Rails
???? (01:42:01) Automatic Featurization
???? (01:43:53) Model Selection
???? (01:44:57) Explanation
???? (01:45:51) Primary Metrics
???? (01:47:43) Validation Type

?? Custom Vision
???? (01:48:14) Introduction to Custom Vision
???? (01:48:58) Project Types and Domains
???? (01:51:54) Custom Vision Features

?? Features of generative AI solutions
???? (01:54:32) AI vs Generative AI
???? (01:57:17) What is a LLM Large Language Model
???? (01:58:58) Transformer models
???? (02:00:14) Tokenization
???? (02:01:26) Embeddings
???? (02:02:46) Positional encoding
???? (02:04:27) Attention

?? Capabilities of Azure OpenAI Service
???? (02:08:01) Introduction to Azure OpenAI Service
???? (02:10:29) Azure OpenAI Studio
???? (02:11:44) Azure OpenAI service pricing
???? (02:13:14) What are Copilots
???? (02:15:43) Prompt engineering
???? (02:18:51) Grounding
???? (02:20:36) Copilot demo

?? Follow Alongs
???? (02:24:04) Setup
???? (02:35:02) Computer Vision
???? (02:38:44) Custom Vision Classification
???? (02:45:22) Custom Vision Object Detection
???? (02:51:18) Face Service
???? (02:54:30) Form Recognizer
???? (02:58:01) OCR
???? (03:02:54) Text Analysis
???? (03:06:37) QnAMaker
???? (03:25:11) LUIS
???? (03:30:56) AutoML
???? (03:48:13) Designer
???? (03:58:31) MNIST
???? (04:18:10) Data Labeling
???? (04:22:38) Clean up

”

[#Photoshop #Tutorial] Replace White Backgrounds in Photoshop [Complete Process]

Posted on by Eric Brooks

Replace White Backgrounds in Photoshop [Complete Process]

By Photoshop Training Channel
Published: Feb 16, 2024

“
Photoshop Training Channel Master this professional technique to seamlessly replace white backgrounds in Photoshop!

This unbeatable technique offers non-destructive editing and preserves original shadows, resulting in stunningly realistic compositions that bring your work to life. Perfect for creators seeking precision and realism in their work.

I hope you enjoy this Photoshop tutorial!

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

???? INDEX – Replace White Backgrounds in Photoshop

00:00 – Introduction
00:17 – Remove The Background
00:52 – Create the Shadow Layer
01:19 – Blend The Shadow Layer
01:51 – Mask The Shadow Layer
02:43 – Control Shadow Intensity
03:45 – Fix Shadow Color Cast

???? LINKS:

How To Remove a Background In Photoshop [For Beginners] ? https://www.youtube.com/watch?v=K25F9RPrP9Q&list=PL3bfN-31F9RcsA9rVxmicKuO07kowMdU1

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

???? TUTORIAL DOWNLOAD
? https://photoshoptrainingchannel.com/replace-white-backgrounds-in-photoshop/

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

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

#PhotoshopTutorial #Photoshop #PTCvids

”

[#Script #Coding] CRUD API Tutorial – Node, Express, MongoDB

Posted on by Eric Brooks

CRUD API Tutorial – Node, Express, MongoDB

By freeCodeCamp.org
Published: Feb 14, 2024

“
freeCodeCamp.org This is a great beginners course to learn the basics of backend development by building a CRUD API with Node.js, Express, and MongoDB. Basically the MERN Stack without the R. Also, learn how to use Postman/ThunderClient and Insomnia for testing purposes.

Code: https://github.com/haris-bit/simple-crud-app-backend

?? Course developed by @CodingCleverly

?? Chapters ??
?? (0:00:00) Introduction
?? (0:01:34) package.json
?? (0:04:32) express framework
?? (0:09:19) npm run server
?? (0:11:19) API testing tools
?? (0:15:04) git bash
?? (0:17:19) nodemon
?? (0:20:40) mongodb setup
?? (0:31:24) product model
?? (0:41:19) create api
?? (0:48:19) read api all
?? (0:50:19) read api id
?? (0:56:19) update api
?? (1:00:19) delete api
?? (1:07:49) Form URL Encoded
?? (1:12:19) routes
?? (1:15:19) controllers
?? (1:26:19) checking and testing
?? (1:30:19) pushing to github

???? 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

”

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