Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam
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- Опубліковано 7 сер 2024
- 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: 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
To everyone who's reading this
Don't take these UA-cam courses for granted. I grew up in a time when we had to pay over $5,000 and travel to another state for 5 days to get this type of training.
Make sure you like the videos. That's the least we can do
Yeah, with a knowledgeable trainer, a prepared training environment, training material, a supportive atmosphere, food, drinks, an evening program and a comfy hotel bed, all next to a beach or nature or something. That's what you got for the 5000$ package, a 5 day vacation fully dedicated to learning. A unique experience.
This simple video is a ridiculous comparison. Even in the 90s you could get relatively cheap Video2Brain videos if that was your thing. Of course, YouTuibe is free and everything but the quality of this particular content is nowhere near the V2B videos or even an instructor-led training.
Make sure you're honest and don't recommend things just because of guilty conscience or whatever...
Exactly. This youtube training videos are of high quality after searching and clicking more than 100 yt videos.
I had about 30 + plus certifications some years ago. Now, AI is right on time for people who like catching up with the IT industry.
I used to meticulously read, study, and analyze by creating notes like in this video. Andrew creates better technical videos than some Microsoft people. 😅 Great stuff. THANKS.😅
At ~34mins - the confusion matrix - you have the false and true negatives switched. Predicted "No" + Actual "No" = True.
I was about to say that ❤❤
I came to comment section to find something about that, ty.
Wow, I was just about to start watching the old AI-900 course when this one popped up in my list :). Thanks!
Thank you for your content. I passed the AI-900 today!
Congrats!!! What else did you use to study or was this sufficient? I have some ML and data experience already. Thank you
@@iyanasmith2895 I tried the official practice assessment for a few times and the free test on exampro.
@@iyanasmith2895 hey did u give the exam?
Thank you Andrew for your content. I took the AI-900 today and passed it! I watched this tutorial and did the practice exam on your website. This is super helpful.
Will there any lab work in AI900 exam, or only theory?
@@shovikchakraborty5343every fundamental exam there is no lab
Is it fine to watch it till 2:20:00?
@@legendaryclashing1952 i will find out tomorrow
Nice content, Thank you!
hi @andrew Thanks for upload , Pls update ur Azure AZ-104 Admin course present in the channel as per new change in 2023 syllabus
Its more like reading the presentation rather than ecplaining the concepts with real time examples
I thought I was the only one - this was actually an incredibly poor presentation
Amazing content. Thank You so much.
Watched till 2:20:00 and cleared Azure AI-900 exams scoring 817 😁😁
Did you get questions from this videos?
@suparnabiswal8118 have you appeared for the exam ?
congrats on clearing the exam what other materials you studied other then watching this video
Dear Admin. its an awesome video. for learning purpose can we take the screenshot from this video ? or its a copyrights violation ?
Thank you I passed Azure AI900 yesterday.
Can you provide insights on how did you pass AI 900exam.tq 😊
Thanks a lot . Really helpful.. Today I just passed AI900 certification
Did you have prior IT experience?
How long did you study for?
Very nice 👍🎉
what an absolutely incredible course. we are truly blessed to have this available for the world to see and learn from for free.
thank you free code camp. you are the first resource i used to learn to code and now you are the first resource i use to learn about A.I and ML.
Today I passed 985 points! This video helped a lot!
Would you pls tell how you prepared??
what did you do to get such a high score?
Can you pls tell what you learned or how you achieved a good score
This is absolutely awesome. A good confidence when starting road to AI industry. As a newbie, I wonder what courses I should take to be able to program something like the passed family character memorial interactions or those software robots who can chat and explain and comfort etc. Any hints? Thanks in advance.
Thanks for posting this course. Really helping to learn more.
Wow what a great resource for knowledge!!! Thanks to you I passed my AI-900 exam today!! Your work is much appreciated!
Is this course enough till 2:20:00 and what was the level of question in exam ?
Hey Andrew you’ve helped me so much in the past with certs in Azure, Oracle and AWS so thank you. Is there anyway you can do a course on the AI-102 for Azure on Exam Pro? I respond better to your teaching style. Thanks and cheers
Yes please @Andrew
Awesome content especially the practical part in the end ! Scored 942 in exam !! Thanks again !!
Did you use any other resources as well or was this enough to pass?
@@kashyapsumeet any updates?
@@Blackhol127 i used this video till 02:20:20 and also this video ua-cam.com/video/edEfRpQSjXs/v-deo.html and passed 90%. I was confused only by some questions about Azure Open AI and Copilot - does it uses GPT3.5 or GPT4 or something.
Wow, Thank you so much for sharing the knowledge 👍👌🫡🙏
To my abilities and knowledge on ML pipelines, Models
thanks for the free tutorial, passed the exam today. wanted to add one observation from the exam, they are asking abt parameters in azure open ai studio, may be you can add some slides for that?
33:38 There is an error in confusion matrix, False Negatives and True Negatives should be switched
Classification metrics - Confusion metrics - False negatives and True negatives are possibly interchanged and are wrong?
I think at 00:32:29 Confusion Matrix 0,0 (top left corner) should be True Negative,
not about like this:
11 10
10 00
so it's mean that left top corner it's called like true positive?
there is really nothing else I can say other then the way this is explained and how it is brought up subject by subject and the fact that I can retain what is being mentioned is a miracle lol. The way you talk is exactly the way I think and study not sure how else to exaplin it.
Hey i need a little assistance
Thank you for the Video I passed the Exam today!!! Any videos for Azure AI Engineer Exam?
i am aslo preparing the same
@@mayankk2800 what materials are you refering ?
has anyone here transitioned from a qa engineer/development background to a data scientist? i'm already famliar with azure az 900 having used azure for a number of years, though i haven't done the course/certification officially, would this course be a good starting point to then do the data scientist one?
I’m going to watch this video at least twice while I complete my azure modules. Then I’ll be ready to take practice exams and I’ll do my final exam in June or July.
likewise bro
Why is the sequence of this video so different from the modules in MS learn? How do you use them together?
Thanks a lot for this course. Watched this tutorial and then some practice questions. Passed today with a score of 900. Thanks again :)
You did only this video? And what was the level of question
@@AmiteshKumar89
-> Watched this video until 2:20:00
-> Watched AI 900 exam questions from other youtube videos
-> Practiced sample questions on Microsoft Learn.
The difficulty level was easy to medium for most of the questions. Some questions are confusing. I do have some knowledge on Azure before.
Hello, I want to ask during the exam are included hands on tasks in the azure portal ?
Are you aware about load testing of Azure App Service that uses other services? For example if app uses OpenAI, how to load test it properly? Is there some "mocked" OpenAI models available for load testing? I can't test app with real connection to OpenAI it is too expensive
The confusion matrix part is has an error 0 and 0 is true negative and 0 and 1 is false negative
1 and 0 is false positive and 0 and 1 is false negative
at ~21 min dense NN means the hidden layers are deeply connected to the previous layer like wise sparse is the present layer is not completely connected with previous layer
Thank you for the course I had my exam today , from 0 preparation in just 4-5 hrs with your video and practice test I scored 810/100 and passed.
Practise questions? Any free practise questions share here. Exam schedule for 24.
@@pasnuruumakanth5910 the mock test provided by Microsoft
Hey Andrew, at 2:51:48 Face Recog Service, having issues to replicate the follow-through ever since Cognitive Service became Azure AI service. Keeps getting an error with InvalidRequest (Request not 200)
Btw QnA is **Deprecated**
FYI The confusion matrix (33:10) is wrong: false negative and true negative should be flipped.
The content is great. Some areas need correction like the confusion matrix table. The table is incorrect. great coverage though.
I like the material it is very helpful, I am using it as a refresher before I appear for the AI 900 Exam. but I found a lot of typos in the slides, why the lack of attention to detail.?
Nice content, helped a lot. Anyone else notice how he switched to using a AI generated version of his voice for some of the slides in the middle though? 🤣
How can I just get the slide of the video, super long and I cannot finish watching it
Did you use AI matched to your voice to voiceover the non-camera-facing parts of this video?
Can you please share the PDF of the entire video?"
In Initial islides 80% is just reading slides non stop, which makes difficult understand. Just a suggestion that instead of just reading line by line without taking pause, explain each line.
Thanks this is what im looking for - taking exam on 24 feb
Did you pass?
Did you pass the exam? How did you prepare for the exam? Can you please guide me
@@sindi12345678910 Dumps (UA-cam/Web) + notes/keywords/concepts + practice test
This is the formula.
@@sindi12345678910 dumps (UA-cam) + notes/keywords/concepts + practice tests
Prep like this
33:56 I think the labels inside the confusion matrix are wrong. It should be: TN (75), FP (25), FN (50), TP (20)
doesn't matter, there are no questions on exams related to confusion matrix labeling
classified as well
Your confusion matrix is not correct and also GPU meaning is not correct.
Congratulations to all who passed this exam
in all the demo videos, i couldnt understand LUIS demo, what is the purpose of it, can you please elaborate and provide few more use cases in the examples
Guys could you please help me how to register for this exam
I can tell when you switch from using AI speech to regular
Hello, how can i download the slides?
The real question is did you use an AI model using TTS with natural language processing with your own voice for this video?
is this course is enough to get ai-900 cert ?
Can anyone provide me a beginner beginner course to learn this stuff? I am a Microsoft Systems Engineer (15 yr) and this is a little fast for my comprehension.
It’s a bit dated-many of the service names have changed which may confuse you on the Exam.
Cognitive Services is not showing up in the new update I think, any solutions guys
Could you please provide video on Azure AI Engineer Associate Certification 2024 (AI-102) - Full Course to PASS the Exam. Thanks.
Funny being taught about AI by a generated voice. It felt off after the video introduction, but the pronunciation of "OpenAI" and "Open-eye" gave it away for sure.
noticed this as well xD
Hah! I knew I wasn't the only one who noticed this
How do you explain this: 1:13:23
I don't think a generated voice would make small burps while speaking tho lol
@@stefania1004 Actually, the generated voice starts at 1:54:32 and stops when the hands-on begin. =D
Any place that I can get this PPT as a PDF module to download.
47:00 can anyone drop the link to this website, am not able to find it. that link is showing not reachable
reg custom vision demo, i have uploaded some unrelated image but still model predicting it as labelled tag and saying 69% matching
Is it just me or anyone else notices that the contents are not updated?
It's always getting Data as well IP address 📌 point it
Many thanks to Andrew for posting this free material!
separately , many thanks to the MS C-Suite for providing me tools to help me automatically agree with all their personal political opinions 😅
Hey you got the confusion matrix wrong. Negative-negative is obviously true negative and not false negative.
thanks for the vid, passed with a 914, i took the exam 2 days ago
Hello can you guide me a bit
OK!
why is the sequence of the topics different from the AI-900 learn modules on Microsoft site? ua-cam.com/video/hHjmr_YOqnU/v-deo.html. Which sequence should I follow? How do anyone suggest I combine this with the learn modules for my studies?
Please UPDATE The (DP-900) Microsoft Azure Data Fundamentals. 🙏
Aws cloud P or Microsoft 900 first? Study for both simultaneouslym
Does he ever reveal that he's using AI text-to-speech, at least in the beginning?
Passed
Is this video the only thing you learned from?
what did you refer?
When did they start using an TTS voice? What have you done with the real Andrew Brown!?
1:39:00
1:54:32 is where the AI voice starting.
Voice replaced by AI at past 1h :)
Appreciate you taking the time to create this video. However, NVIDIA is not a manufacturing company, and the pace of this video is much too fast.
It's good if this video is helping people, I guess AI-900 must be an easy exam. 80-90% of the information is correct, but there are many errors. Vectors are not dots. The negatives column in the confusion matrix has the cells swapped (if something is a negative, and we predict it as negative, it's a true negative. If something is positive, and we predict it as negative, then it's a false negative, e.g. someone has cancer but our MRI-analysis algorithm says they don't have it). There are many other errors as well. To anyone who's watching this, feel free to use this to clear AI-900, which it seems it help people do (from other comments), but if you actually want to learn AI later, turn to Coursera and the like and do a proper course. Stanford's Machine Learning course was free when I last did it (~2019); you needed to pay only if you wanted to get the certificate and do the assignments. All the best to all, cheers.
These AI voices are getting so good
Might want to edit out 1:13:00 to 1:14
You are right about being a child mind at first once it understand your Phone/tablet The A.I well understand you of what you download music/videos/porn Ect read the fine print of the terms and conditions disclosure/claims...
Guys he is just reading...why is he not explaining
He is reviewing the PowerPoints he developed, detailing each point and at the end concluding with practical instructions on how to implement them. What do u want more? do ur dishwashing as well?
Thank u Andrew. Great content!
Please a make a video on full stack binance or coinbase clone
Content is solid but there portions where he's using his AI voice to read topics lmao. Crazy but thank you haha.
Too much information js FLASHED and removed from the sight. It is free, so we cannot complain about it. As an example, Just watch one video at 26:26 to understand why i am writing this,
pause.
I just passed the exam😊
Congratulations bro
How you prepared?
Guys ya'll can watch at 0.95x speed :)
Why do I feel the voice is AI generated
The full video is made just FOR THE SAKE OF IT...don't waste time going through it...search elsewhere..
Is it just me or as the video progresses , Andrew's voice become more like AI generated voice? 🤔🤔
Please upload a video for Internet of Things beginners.
Too fast to understand. May be can we used if someone want to brush up what they have learned. Not for beginners.
Might be an unpopular opinion but this video is not great. It just isn't. Sorry but it's way too superficial even for a 9xx fundamentals exam, it doesn't explain important concepts, it just rushes through the topics in a crazy hurry.
Check Examtopics for their question set, the links in the answers (in case they're correct, check the comments) and of course the explanations from the community - this will help you learn fast and targeted. The free set \ first half easily teaches you enough to pass the exam.
Okay?
agreee
It's really a great effort no doubt. But it feels like an AI reading aloud the content from the slides.
It gets boring very fast if practical examples and explanations are not included.
Yawning, burping and getting confused about a word is very distracting and makes us lose interest.
(Synchronously and asynchronously 🤦🏻♂️😂)
The music between the clips is unnecessary and very loud.
Also, some of the content such as the Confusion Matrix is wrong.
But yeah a great effort.
It's a lot better to watch it on mute and just read through the slides. Good source of knowledge but seems like rushed through the presentation.
Good but too fast to grab in one go
the ai voice is rough