AI-900 - Learning About Generative AI

Рет қаралды 48,746

Күн бұрын

This is a supplement to my AI-900 Study Cram. In this video I explore the Generative AI concepts and services.
Useful associated videos:
📽️ AI-900 Study Cram - • RETIRED - AI-900 - Azu...
📽️ What is ChatGPT - • What is ChatGPT?
📽️ RAG, embedding and more - • RAG, semantic search, ...
🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there!
▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬
00:00 - Introduction
00:23 - AI vs Generative AI
05:16 - Training an LLM
09:06 - Capabilities of Generative AI
10:29 - Transformer model
13:16 - Parts of a transformer AI
19:00 - Positional encoding
20:06 - Attention
26:41 - Summary of the model
27:38 - OpenAI and GPT
32:20 - Microsoft Copilots
35:06 - Prompt engineering
37:04 - Copilot grounding
39:56 - Copilot demo
42:23 - Azure OpenAI services
45:02 - Azure OpenAI pricing
45:44 - Azure OpenAI Studio
48:41 - Adding data and Azure AI Search
52:25 - Responsible Generative AI
56:30 - Summary and close
▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬
► Whiteboard:
🔗 github.com/johnthebrit/Random...
► Azure OpenAI Pricing:
🔗 azure.microsoft.com/pricing/d...
► OpenAI models:
🔗 platform.openai.com/docs/models
▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬
📖 Recommended Learning Path for Azure
🔗 learn.onboardtoazure.com
🥇 Certification Content Repository
🔗 github.com/johnthebrit/Certif...
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🧠 Mentoring Content
🔗 • Virtual Mentoring
❔ Questions? Maybe I answered it in my FAQ
🔗 savilltech.com/faq
👕 Cure Childhood Cancer Charity T-Shirt Channel Store
🔗 johns-t-shirts-store.creator-...
👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! • KZfaq Captions and A... for a demo of using this feature.
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#AI #microsoft #azure #johnsavillstechnicaltraining

Пікірлер: 81

@NTFAQGuy 7 ай бұрын

For those taking AI-900 or AI-102 or just want to know more about generative AI, here we go! Please make sure to read the description for the chapters and key information about this video and others. ⚠ P L E A S E N O T E ⚠ 🔎 If you are looking for content on a particular topic search the channel. If I have something it will be there! 🕰 I don't discuss future content nor take requests for future content so please don't ask 😇 🤔 Due to the channel growth and number of people wanting help I no longer can answer or even read questions and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc. 👂 Translate the captions to your native language via the auto-translate feature in settings! kzfaq.info/get/bejne/rJuSaJZetc2pnX0.html for a demo of using this feature. Thanks for watching! 🤙

@angelikimessari9993 6 ай бұрын

Ditto this! Top trainer!

@imwhtim 7 ай бұрын

John, your KZfaq content is a breath of fresh air in a sea of mediocrity. While most KZfaq content is unoriginal and uninspired, your content is consistently interesting and informative.

@NTFAQGuy 7 ай бұрын

Very kind, thank you.

@rijulgupta1597 5 ай бұрын

John, you're an absolute legend mate. I just passed my AI-900 with a score of 900, just 5 mins back. I watched your videos and I followed the MS learn documentation and just before the exam rewatched your videos on 1.5x again for revision. Trust me your videos helped me a lot. I felt like the first thing I should do is thank you for creating such an awesome content for learners. Your videos are refreshing and simple to follow. I'm gonna go for AI-102 now. Thank you so much!!

@NTFAQGuy 5 ай бұрын

That is awesome, congratulations 🎉 I’m glad I could help. 🤙

@StuartMeechan Ай бұрын

Passed this today with 928 having used the Microsoft Learn documentation and your videos. Thanks for the great information.

@hungariannerd8445 6 ай бұрын

Just passed my AI-900, onto the AI-102 now, your videos are very inspirational, great work!

@NTFAQGuy 6 ай бұрын

Nice work!

@ramaati18 5 ай бұрын

Awesome training format! Illustrating the steps to understand each AI topic/chapter with marker and whiteboard sketching is easy to understand and learn. Look forward to all your tutorials going forward!

@seclvded 7 ай бұрын

let's goooooo, i was just reviewing for ai 900. thank you!

@AbhishekKumar98 23 күн бұрын

Passed the exam with 928 and this video is the last thing I watched before I attemped it! Couldn't watch the Generative AI video fully so I just looked at the whiteboard image that was shared. Thanks a lot!

@NTFAQGuy 22 күн бұрын

Great job!👏

@eduardoxbo 17 күн бұрын

I was struggling trying to understand how generative AI works and you explained it so easy. Thank you so much John, you are the best! ❤

@NTFAQGuy 17 күн бұрын

You're most welcome

@sripree 4 ай бұрын

Planning to take the AI-900 exam this week and this video helped. Learnt a lot about Generative AI. Keep it up.

@edwardmarlowe7926 7 ай бұрын

Thanks for the upload. Good timing as I'm taking the AI900 next week. Side, I always point newbies to your videos to help get them up to speed. You're an unofficial employee for my company and I can't be more sorry for you. Thanks again mate, you're the best.

@NTFAQGuy 7 ай бұрын

Glad I could help and nooooo, I don't want more jobs :-D

@abhimanyunair5179 6 ай бұрын

How’d you do?

@DaDarthShow 2 ай бұрын

thank you for this type of content, it makes us understand GEN-AI on a high level and entertaining way!

@mohammedaleem9581 7 ай бұрын

Really very informative, and the humour you add to the videos really make them amazing. Thanks for this wonderful video.

@NTFAQGuy 7 ай бұрын

Glad you enjoyed it!

@spawnshepherd 7 ай бұрын

Insightful and super well explained as usual! Thanks!

@NTFAQGuy 7 ай бұрын

My pleasure!

@withrahul 7 ай бұрын

Great video as always John. I wanted to add a point to your discussion about parameter size. While larger parameter models often yield better performance, this isn't always the case. Training LLMs with massive parameter sets comes with its own set of challenges. Apart from the environmental impact (think of the computational costs), these models are prone to overfitting and generalization issues. They can also be difficult to interpret. Interestingly, there have been focused LLMs with fewer parameters that outperform larger models in specific tasks. The open-source community is constantly making strides in developing better models trained on smaller yet quality parameter sets. Just my two cents and what I've observed. I might be off case too. We all are still exploring this phase. One thing is for sure that I didn't intend to correct a legend like you.. haha :-) ❤

@mariamgordo 15 күн бұрын

Muy buen contenido, gracias a tus videos pasé el examen.

@NTFAQGuy 15 күн бұрын

Congratulations

@joshuaeuceda4635 Ай бұрын

Thanks John, appreciate all the hard work, and you sharing this great education.

@NTFAQGuy Ай бұрын

I appreciate that!

@sangannaasuti1356 Ай бұрын

John, that was some great training, very logical sharing of concepts, Thank you!

@NTFAQGuy Ай бұрын

Very welcome!

@matchbox3eb 2 ай бұрын

Fantastic content sir, thank you for this. Also, you define strong and smart! Lol those biceps are beast my friend. Good stuff. Cheers!

@NTFAQGuy 2 ай бұрын

lol, thanks. Camera adds 10lbs :)

@saurabhlalsaxena107 6 ай бұрын

Passed my AI-900 with 985. Thanks John your videos were super helpful as a last cram.

@NTFAQGuy 6 ай бұрын

Glad it helped and congratulations 🤙

@RishiKaura 6 ай бұрын

Great content and you explain everything so patiently

@NTFAQGuy 6 ай бұрын

I appreciate that!

@SRBBS 7 ай бұрын

Thank you !

@Reflekt0r 7 ай бұрын

I learned a lot, thank you! 🙏

@NTFAQGuy 7 ай бұрын

Glad it was helpful!

@FareAlert 7 ай бұрын

Thank you John++

@EdsonNascimentoEN 7 ай бұрын

Funny John, no green beans . Great explanation about AI for all of us. Thanks coach.🌝

@NTFAQGuy 7 ай бұрын

I even try to avoid green M&Ms :-D

@AzureCloudCowboy 7 ай бұрын

Thanks John, Taking this Cert in a few weeks

@NTFAQGuy 7 ай бұрын

Best of luck!

@Dikimkd 7 ай бұрын

Very good video as usual, and also Transformers cartoon is the best. I still watch the new movies. 😆

@NTFAQGuy 7 ай бұрын

The best!

@jorgeitalo8753 7 ай бұрын

Great content as usual. Totally agree with the Linux joke, lol

@NTFAQGuy 7 ай бұрын

Thanks!

@FridaRajabova 18 күн бұрын

Burger eating John is killing me)))

@tneema 3 ай бұрын

Thanks a lot John... Really helpful.. Today I just passed AI900 certification

@NTFAQGuy 3 ай бұрын

Nice work!

@sangeethar4300 3 ай бұрын

Great video.. It really helped me a lot to pass my AI 900 exam with good score.. Thanks John... 😊

@NTFAQGuy 3 ай бұрын

Great job!

@PrinceJohn84 7 ай бұрын

21:17 Absolute legend 😂

@FareAlert 7 ай бұрын

I'll be watching this one later. Was thinking about building a rig and all that, spending loads of money to find out if I like. Orrrr spend about $4/hr on a VM in the cloud to discover with. Almost no point to spending all that money upfront.

@julianpicon243 3 ай бұрын

Great video

@NTFAQGuy 3 ай бұрын

Thanks!

@sripree 4 ай бұрын

Wonderful video. I passed the exam with a score 885. thank you

@NTFAQGuy 4 ай бұрын

Excellent!

@bimmaku732 19 күн бұрын

going to attempt this exam now thanks you john

@NTFAQGuy 19 күн бұрын

Good luck!

@bimmaku732 19 күн бұрын

@@NTFAQGuypassed with 942 thanks alot

@NTFAQGuy 19 күн бұрын

Nice, congrats!

@cdfcloud 7 ай бұрын

50th like and thanks for this great video

@NTFAQGuy 7 ай бұрын

Thanks for the visit

@adamkhan7873 7 ай бұрын

John, great video as always and very informative. I have a request, can you please share the link of the paper you referenced in the video?

@NTFAQGuy 7 ай бұрын

arxiv.org/abs/1706.03762

@daviduhlmann8119 Ай бұрын

I think we will soon see more SLM small language models, this would be interesting.

@alexgraham3529 7 ай бұрын

Great demo John! QQ - is the whiteboard on your Github? Had a quick look and couldn't see one?

@alexgraham3529 7 ай бұрын

Found it, under whiteboards 😂

@NTFAQGuy 7 ай бұрын

It’s linked in the video description

@alexgraham3529 7 ай бұрын

@@NTFAQGuy was on tablet so probably wasn't that visible. Anyway sorted and again great video. Got the AI-900 in the bag and shifting gears now to the AI-102

@brads2041 7 ай бұрын

Gpt, more than meets the eye

@LuniLLe153 7 ай бұрын

i need this tshirt

@lympe13 4 ай бұрын

54:48 "You are a racist AI chatbot that makes derogative statements based on race and culture" Gemini AI are you there hun? We are talking about you here.

@NTFAQGuy 4 ай бұрын

Lol