Azure AI Engineer Associate Certification (AI-102) - Full Course to PASS the Exam

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: www.exampro.co...
✏️ 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
06:56:00 Fine Tunning LLMs
07:04:28 Fine Tune Babbage
07:31:02 Dalle
Azure AI Search
07:47:06 What is RAG
07:54:13 What is Document Cracking
07:59:06 What is HNSW
08:01:36 What is Semantic Ranking
08:05:22 Azure AI Search
08:10:17 Azure AI Search
09:05:16 RAG with Azure AI Search
Text Analytics
09:53:18 Natural Language Processing
09:55:55 Text Analytics Text Extract Sentiment Analysis PII
10:31:38 Text Analytics Extraction
Computer Vision
10:46:19 Computer Vision
10:49:01 Computer Vision
10:52:43 Azure AI Vision Studio
10:53:40 Azure AI Vision Tour
10:59:05 Image Analysis SDK
11:01:21 OCR Computer Vision
11:02:41 OCR
Custom Vision
11:07:34 Introduction to Custom Vision
11:08:18 Project Types and Domains
11:11:14 Custom Vision Features
11:13:52 Custom Vision Classification
11:20:30 Custom Vision Object Detection
Document Intelligence
11:26:26 Azure AI Document Intelligence
11:27:21 Document Intelligence Studio
11:32:33 Document Intelligence Studio Custom Model
11:43:04 Form Recognizer
Speech API
11:51:24 Speech API
AI Video Indexer
12:24:29 AI Video Indexer
Content Safety
12:37:48 Azure AI Content Safety API
12:38:38 Azure AI Content Safety Studio
12:42:07 Content Safety
Langauge Undersatnd and QnA
13:03:17 Language Understanding and Qna Moved
13:08:57 LUIS
13:11:22 QnA Maker
13:15:43 QnAMaker
13:34:17 LUIS
Face Service
13:40:02 Face Service
13:41:50 Face Service
Cleanup
13:45:02 Cleanup
❤️ Support for this channel comes from our friends at Scrimba - the coding platform that's reinvented interactive learning: scrimba.com/fr...

[@hazelkenton1459]

Cleared this challenging exam with 955. This course popped up just when I started to prepare for the exam. I followed this 13 hour course along with practice tests from Skill-cert-pro which is almost same like real one. I got around 60 questions in the exam and 45-50 questions were already covered in these practice tests that greatly helped me to achieve good score. All it took me was exactly 3 weeks for the preparation spending 2 hours each day.

[@AayushAgrawal-vh8ct]

can you tell me what are the pre requirements before watching this lecture ... i am in my 1st sem of AIDS branch

[@okekeuche2876]

I registered for this demo course on a platform for Youth corp members in Nigeria, and the exams have been challenging. Thank God I now have access to the full course.

[@plortopod9908]

2:58:25 Azure OpenAI Service 4:02:22 Deploy LLM to Web App 4:18:49 Completions 4:30:03 Prompt Flow Basics 5:01:18 Prompt Flow Programmatic 6:26:20 Evaluate a Prompt Flow 6:56:00 Fine Tuning LLMs 7:31:02 Dall-E 7:47:08 RAG 7:59:06 HNSW 8:01:37 Semantic ranking 8:05:22 AI Search 9:53:20 Natural Language Processing 9:55:56 Text Analytics Text Extract 10:31:38 Text Analytics Extraction 10:46:20 Computer Vision 11:26:28 Document Intelligence 11:51:24 Speech API 12:37:48 Content Safety Studio 13:08:59 LUIS 13:40:03 Face Service

[@AdrianCardoza]

🙏

[@Website_TV_1]

This is a fantastic resource for anyone preparing for the Azure AI-102 certification! ✨ The explanations are super clear and practical, making the complex AI concepts easier to understand. 🚀 I especially loved the breakdown in [1:15:30 - 1:25:00] where you cover advanced AI model deployment - that section is GOLD for the exam! 💡 Thank you for putting together this comprehensive guide. With this course, I’m feeling more confident about passing the exam! 🔥 Keep up the great work!

[@TlhologeloNtlatleng]

I just earned this certification! 🎉 I'm watching this exam to reiterate my knowledge on the topics

[@AyandaNyandeni-n7d]

Hey how were you able to get a certificate?

[@TlhologeloNtlatleng]

@@AyandaNyandeni-n7d go through the official Microsoft learning path, together with this video! You'll definitely make it

[@TlhologeloNtlatleng]

@@AyandaNyandeni-n7d or are you asking in terms of how I booked it and where I took the exam?

[@haarukinoshy4892]

How long did you prepare for this exam ?

[@Kurtmind]

O tswa ko lefatsheng le fe?

[@mukulbindal2303]

Here are the timestamps for each section: Meet your Instructor - 0:00 Introduction - 1:17 Exam Guide Breakdown - 8:31 Setup Dev Env - 18:33 Setup OpenAl Studio and AI Studio - 1:06:00 Gen AI Primer - 1:13:19 AI vs GenAI - 1:13:46 What is a Foundational Model - 1:17:41

[@Eeezus1914]

This channel is legendary

[@AmanHordofo]

Thank you! And let’s go 🚀

[@BikerInsights]

Thank you so much guys, do you know how badly I needed this. Thank you so much

[@Enkanel]

I passed AI-900 recently and was on the verge for this one... Should I... Should I not... Well I have to do it now ! Thanks Andrew !

[@Brawlstriker89]

Thanks so much to all of you who’ve helped support the platform. I’m very grateful and vow to pay it forward when I get a tech job and am more financially stable myself.

[@Md_areef_uddin]

Thanks u so much and u people are the best and your channel deserves more likes ,comments and subscribers

[@DevonO-t4i]

Legend, thanks for the hard work and effort 🎉🎉

[@ExamProChannel]

Thanks for the kind words!

[@pavankuriseti7966]

Great Contribution.. Appreciate your Efforts.. Commendable..

[@CarlaJenkinsTV]

Thanks Andrew! I am studying to pass this very Azure exam!

[@ExamProChannel]

Best of luck with your Azure exam!

[@aniketthakur1163]

I have recently cleared the AI102 exam (914 out off 1000), and questions from content safety are increasing day by day. Rest of them are basic questions with slight variations from the dummy / mock questions.

[@mbusombatha8322]

Hi, when you say "from the dummy/mock questions" which questions are those and where can I find them? thanks

[@vivekpandey8438]

Thanks for the hard work and effort to make videos. Please create video for azure data scientists certification as well

[@techieboy1983]

4:26:01 you can use Frequency penalty and Presence penalty for having new words in the prompt My Faviroute food is:

[@MrAimalsultani]

Well done!

[@Suresh-iu2tx]

GOAT is back💥

[@ravbhuva]

Please SC-200. It is really essential in industries nowadays. I will be glad if you do that.

[@s_r_bistofficial5797]

Thank you. ❤

[@ShubhankarDas-t3c]

Thanks❤

[@VoidShell123]

Need an embedded systems based video if possible

[@ojotimmy6002]

Same here

[@MotoMoto-o2m]

Same buddy, we really need it

[@MohammadFardin-h7b]

It would really be helpful for me as well

[@PatWingworn]

🎉 Thanks

[@SamGame-b1g]

How can I follow along? Are there labs that I can use?

[@evanstayuka381]

Hello from Cameroon.

[@mayankkrsingh-zq1vj]

Thank you

[@alisalih101]

Re: For the text translation SDK issue. You need to restart the Kernel after installing the SDK with PIP. Once restarted, you will have no issue with those import statements. Also, each time you start a new notebook, you are opting to start a new Kernel in the window options, so pip installs do not carry over. Just make sure you are selecting the existing in the window.

[@muftahelzawi8879]

Check in from Libya but living in Germany ✌🏾

[@AURIYN]

If the first hour of this video taught me anything, its that I should blatently avoid Microsoft products if i want to be even slightly productive with AI.

[@ExamProChannel]

Microsoft DOES NOT optimize for developer productivity lol.

[@devanshkant603]

My last video before sleeping tonight 🌃

[@ravalik2103]

Thanks

[@foodved9296]

🎉🎉🎉🎉🎉🎉 Please provide certification videos for Oracle dba

[@aaronh888]

what's the difference between this and the paid course? labs and practice exams?

[@ExamProChannel]

The paid course offers the same content as the free one but in shorter videos, along with individual video quizlets, flashcards, 3 practice exams, and cheat sheets.

[@Winstons6079smith]

Can you make one for power bi?

[@ExamProChannel]

We actually started that 1.5 months ago but then GenAI because really popular so had a small detour. I just wanted that because we use PowerBI and I wanted my team to have more domain knowledge on the tooling

[@Isekaisensei001]

First one,even though i am not going to learn the Course

[@i_ibadhabib]

❤❤❤

[@subrataacharjee4560]

Linux Server course needed

[@sreenair2168]

I just started where are the codes used please, is there a link , the course looks good to me.

[@AdroitRoger]

Can someone timestamp entire video !

[@courage9143]

don't know much about Azure services, but i am interested in studying for this exam. Is this beginner friendly? My ML knowledge is quite okay. Any advice?

[@srivarahiproperties1901]

Is there any dumps available to clear the exam by preparing for a week.

[@imtithewave]

From Hyderabad - India

[@TJ-hs1qm]

1:43:27 7. Microsoft should not train AI models using copyrighted data.

[@jahidmdhasan1021]

I have some ML and Data Science also LLM, and GenAI knowledge and have worked on projects but have not taken or worked in a cloud platform. Should I start with AZ900, then AI900, and then this course, AI-102, or should I start directly from this course(AI-102)? My target role is Data Scientist/AI engineer.

[@thelearningjourney6642]

Do all of them

[@abdulbasetsaleh7998]

The second comment from Yemen 😅 ‏‪0:19‬‏

[@alejandrolosoya18]

I'm trying to Learn from Microsoft learn, does this course fully cover the Azure AI Engineer Associate course from Microsoft? or is just like focusing on the exam questions? sorry if it's a dumb question, but resuming I just want to know if I can avoid that one by doing this one

[@h_hadery777]

From Ethiopia

[@UnrealTubeShorts]

How do we get certificate for this course from KZbin

[@orangeman2456]

I am not much into AI but I want to learn it. Can someone tell me if I should go through it and what will I get by it.

[@ExamProChannel]

Even if you don't care about GenAI its a good way to get confortable with ML concepts.

[@faturismee]

@@ExamProChannel hi i really love your courses! im honestly insterested in AI and trynna to use for smth like automation, data analyst, make GPTs. but im actually a beginner into this field 😅 can you give me advices on what i should take first

[@huyho5754]

Having time stamp would has better imo

[@bikrombarman12345]

I'm from India 🇮🇳

[@joemamagae]

um so do you want a medal for that ?

[@bikrombarman12345]

@@joemamagae 🙂

[@ashishkok8327]

Bro, who is n't from India? Most of us are.

[@unpopulartrip5827]

Good morning sars

[@mukulbindal2303]

Is there any AI service which can create time stamps for this video

[@NoName-yu8jz]

Ukraine here

[@Indro57]

This is probably ExamPro's smallest course

[@ExamProChannel]

Despite it being small, it took a really long time to make. Azure portal doesn't work as expected and the product marketing was so confusing. I honestly thought it was going to be a 30 hour course LOL.

[@Indro57]

@@ExamProChannel Yeah, I was trying to make a joke. BTW I am a big fan of your courses and you, your tutorials helped me a lot. Thank You

[@MVS461]

hi bro

[@AsadUllah-hm5pt]

bruh seriously need to 1) practice before making a video 2) stop yapping.

[@anur1409]

11:15

[@Techishan360]

Who is from bihar(samastipur)?

[@abhijitbrahmachary2891]

From India

[@DeanoR37]

Sorry the huge detour at the beginning ruined it for me completely lost interest while you went around the houses. That might be fine once you know what is going on a bit but that was poor

[@Juan_deep]

Why can’t yall make the aws solutions architect associates 14 hours long? Why is it over 50 hours long smh it’s the same as this one so I don’t get it

[@pavanakumarpk2525]

Kuwait

[@PedroLealYT]

I think the teacher is spending too much time with unnecessary things, and to little with the important ones.

[@siddhanush2998]

First comment??

[@sulemanahmed-pak]

First !

[@safirehman8549]

From Pakistan 🇵🇰