הסמכת Azure AI Engineer Associate (AI-102) - קורס מלא כדי לעבור את הבחינה

על השיעור

Prepare for the Azure AI Engineer Associate Certification and pass! Learn to design and implement an Azure AI solution using Azure AI services, Azure AI Search, and Azure Open AI. Course page: https://www.exampro.co/ai-102 ✏️ Course developed by Andrew Brown of ExamPro. @ExamProChannel Introduction 00:01:17 Introduction 00:08:35 Exam Guide Breakdown Setup 00:18:41 Setup Dev Env 01:06:13 Setup OpenAI Studio and AI Studio Gen AI Primer 01:13:35 AI vs GenAI 01:17:34 What is a Foundational Model 01:18:52 What is a Large Language Model 01:20:36 Transformer Architecture 01:23:37 Tokenization 01:25:36 Tokens and Capacity 01:27:59 Embeddings 01:31:06 Positional Encoding 01:32:32 Attention ML and AI Concepts 01:35:42 Supervised and Unsupervised Reinforcement 01:37:08 Neural Networks and Deep Learning 01:39:24 GPU 01:40:20 CUDA 01:41:28 Juypter Notebooks Responsible AI 01:42:43 Responsible AI 01:43:36 Fairness 01:44:35 Reliability and safety 01:45:27 Privacy and security 01:46:12 Inclusiveness 01:46:51 Transparency 01:47:27 Accountability 01:48:12 Guidelines for Human AI Interaction 01:48:31 Guidelines for Human AI Interaction Follow Along 02:00:00 Responsible AI Standard V2 02:00:51 Responsible AI Standard V2 02:02:21 RAI Transparency Report Azure AI Services 02:03:07 Azure AI Services 02:04:45 Azure AI Services Containers 02:07:44 Azure AI Services Diagnostic Logging 02:10:58 Setup Azure AI Services API 02:20:25 Azure AI Services Containers 02:43:35 Azure AI Services Diagnostic Logging 02:55:06 Azure AI Services vs Azure AI Studio 02:58:24 Azure OpenAI Service 03:00:25 Azure OpenAI Studio 03:01:58 Azure OpenAI Service Models 03:10:52 Azure OpenAI Service Deployment Types 03:13:50 Basic Prompt Engineering and API 03:56:58 Deploy a Third Party Model 04:02:21 Deploy LLM to Web App 04:15:57 Completion Model Temperature and Top P 04:30:03 Prompt Flow Basics 05:01:16 Prompt Flow Programmatic 06:22:54 Prompt Flow Evals 06: