Azure Custom Vision | Machine Learning Models for Developers | ML Trainings | 2023

In this video, we learn about Machine Learning concepts for developers easily. First, we see cases where to implement Machine Learning. We will learn about ML Training and Prediction(i.e. Extraction) concepts. Finally, we see the real-time implementation of ML in Azure Cloud using Custom Vision Service. 🔗 Links: Blog: https://bit.ly/44kmtgq ML Predictions: https://bit.ly/3BiAv5j ⏰ Key Moments: 00:00 - Introduction 00:41 - About Azure's Custom Vision 01:38 - A simple Real-life example to implement ML 02:18 - Real-life problem (Bank exmaple) 02:41 - Machine Learning Magic 03:09 - ML Architecture - Training vs Prediction 04:24 - What is ML Training? 05:27 - What is ML Prediction/Extraction? 06:12 - What is Form Types 06:20 - Classification - Fetching Tags (1st type of Form Types) 08:52 - Real-time ML Example in Azure Cloud 09:14 - Custom Vision in Azure Portal 07:25 - Multilabel & Multiclass (Inside Classification) 08:07 - Object Detection - Fetch Co-ordinates (2nd type of Form Types) 09:34 - Creating first ML Model of Custom Vision 11:00 - Prediction vs Training in Azure Cloud 13:09 - Pricing Tier - Training and Prediction 14:33 - Review Page before Model Create 14:33 - Clicking 'Go to Resource' button 16:23 - Custom Vision - Landing page 16:40 - Node.js, Python, C# and Java SDK for Custom Vision 17:24 - Custom Vision Training Portal 18:13 - Create New Project in Custom Vision Studio 19:39 - Introduction of Portal - Uploading Images, Tagging, Training Model 20:22 - Uploading Image/Documents (in image format) 21:36 - Tagged vs Untagged Images 22:09 - Tagging Image 27:06 - One Error to Note before training model 27:37 - Training Model 28:00 - Quick Training vs Advance Training 28:40 - Model Training - Beginning Screen 28:40 - Model Training - Completed Screen 30:41 - Recap and Wrap Up If you are excited to know about Machine learning, this video is for you. Connect with me 👋 LINKEDIN ► https://www.linkedin.com/in/amirmustafa1 TWITTER ► https://twitter.com/amir__mustafa INSTAGRAM ► https://www.instagram.com/aamir__mustafa #machinelearning #artificialintelligence #azure #customvision #cloud