mikegchambers
mikegchambers
  • Видео 60
  • Просмотров 212 454
I'm Learning | Can I automate the build? | Amazon Bedrock Knowledge Base
This is me learning in the open!
In this video I talk about how I am tackling the fully automated creation of an Amazon Bedrock Knowledge Base (managed RAG), from scratch, running on an OpenSearch Serverless collection.
Come and connect linkedin.com/in/mikegchambers
Просмотров: 262

Видео

Where do you want to go? The future please!
Просмотров 140Месяц назад
I was lucky enough to experience full self driving on a recent trip to in San Francisco. I am all about this... wake me up when it's everywhere.
I used it! - Claude 3 Haiku on Amazon Bedrock - NodeJS text and image prompt.
Просмотров 2,4 тыс.6 месяцев назад
YES! 🎉 Claude 3 Haiku! - 👨‍💻 Let's DIVE DEEP and WRITE SOME CODE using Amazon Bedrock. 👉 Setup access to Claude 3 Haiku in Amazon Bedrock 👉 Use the Amazon Bedrock playground to experiment with text and images. 👉 Write some NodeJS code* that sends a text prompt to Haiku. 👉 Write some more NodeJS code* that sends text AND an image to Haiku. Links: - Code Samples: lnkd.in/ggGS2H54 - Community.aws:...
Surprised how easy?! - I made an Emojime website :)
Просмотров 5232 года назад
A project, just for fun! Using Amazon Rekognition to find faces and replace them with emoji! If you're following along, here are some links: My Emojime site: emojime.mikegchambers.com KLayers: github.com/keithrozario/Klayers/tree/master/deployments/python3.8 linkedin.com/in/mikegchambers Thanks for watching!
YOUR CODE! AT SCALE! Amazon SageMaker Script Mode
Просмотров 10 тыс.2 года назад
Amazon SageMaker has pre-built algorithms, and can orchestrate containers that you provide... but what's the middle ground? Amazon SageMaker Script Mode will take your ML code and handle the creation of containers for you. I use code from one of my Git repos in this video, you can find it here: github.com/learn-mikegchambers-com/aws-mls-c01/tree/master/8-SageMaker/SageMaker-Script-Mode If you l...
Exclusive Access! - AWS Summit 2022
Просмотров 2,4 тыс.2 года назад
Join Brooke and Mike as they take take an "access all areas" view of the AWS Summit Australia and New Zealand 2022! Thanks to AWS for flights and accommodation to attend the summit this year. Thanks to Brooke for invaluable help with filming (and social media!) Find Mike here: linkedin.com/in/mikegchambers Find Brooke here: brooke_jamieson
What's that $$$? - Digging into the AWS bill...
Просмотров 9252 года назад
Hey! In this video I take a look at how to drill down into the AWS bill, how to use the AWS Cost Explorer, and how to find out where your AWS credits are being spent. Connect with me on Linkedin here: linkedin.com/in/mikegchambers See my courses for sale here: mikegchambers.com
It's Free, It's AWS! - No account required Machine Learning
Просмотров 1,6 тыс.2 года назад
Amazon SageMaker Studio Labs is a new, FREE, environment to get you started in Machine Learning and Data Science. This is a Jupyter Notebook environment, and unlike Google's CodeLabs, you can save your work and carry on across sessions. I think this is going to boost the uptake of Machine Learning, what do you think? Drop a comment. Take a look at Amazon SageMaker Studio Labs here: studiolab.sa...
AWS reInvent 2021 Recap - Brooke Jamieson
Просмотров 7682 года назад
I talk to fellow Aussie and Brisbane resident Brooke Jamieson about : - reInvent 2021 - ML Announcements - Tips for public speakers This video was recorded on the lands of the Jagera and Turrbal people. Find Brooke here: brooke_jamieson And here: www.linkedin.com/in/brookejamieson/ And here: www.tiktok.com/@brookebytes Thanks for making the time Brooke, hope to catch up again soon.
AWS Panorama - Part II, unboxing, review and guided setup.
Просмотров 2,3 тыс.2 года назад
In part I (ruclips.net/video/xRxAWClUTZc/видео.html) we started to take a look at AWS Panorama. Now let's go into detail, end-to-end, and get it working. Thanks to AWS for sending me this device for review. All thoughts in this video are my own. Part I is here: ruclips.net/video/xRxAWClUTZc/видео.html And here is a discussion of the 2021 GA vs the 2020 preview appliance: ruclips.net/video/fZevo...
AWS Panorama - 2021 GA vs 2020 Preview
Просмотров 3022 года назад
AWS Panorama - 2021 GA vs 2020 Preview
On Grid: AWS Panorama - Part I, unboxing, review and guided setup.
Просмотров 2 тыс.2 года назад
On Grid: AWS Panorama - Part I, unboxing, review and guided setup.
AWS reInvent 2021 - How To, tips, and my session selection.
Просмотров 2,2 тыс.2 года назад
AWS reInvent 2021 - How To, tips, and my session selection.
Make your AWS life easier! - My top 5 tips for everyone.
Просмотров 3,1 тыс.3 года назад
Make your AWS life easier! - My top 5 tips for everyone.
Not all 'MFA' are created equal!
Просмотров 5043 года назад
Not all 'MFA' are created equal!
What does it all mean? Machine Learning Terminology Explained!
Просмотров 2,3 тыс.3 года назад
What does it all mean? Machine Learning Terminology Explained!
Machine Learning for FREE / on a budget in AWS! - Plus $100 Giveaway
Просмотров 1,8 тыс.3 года назад
Machine Learning for FREE / on a budget in AWS! - Plus $100 Giveaway
What Is Machine Learning? | Machine Learning in the REAL world
Просмотров 1,6 тыс.3 года назад
What Is Machine Learning? | Machine Learning in the REAL world
Game On! - SageMaker STUDIO vs SageMaker NOTEBOOKS
Просмотров 22 тыс.3 года назад
Game On! - SageMaker STUDIO vs SageMaker NOTEBOOKS
Amazon SageMaker Notebooks - Intro to Jupyter and hands on!
Просмотров 18 тыс.3 года назад
Amazon SageMaker Notebooks - Intro to Jupyter and hands on!
What is Amazon SageMaker?
Просмотров 71 тыс.3 года назад
What is Amazon SageMaker?
AWS Summit Season 2021- Getting ready...
Просмотров 1993 года назад
AWS Summit Season 2021- Getting ready...
AWS Panorama Appliance Developers Kit - first look, first project! (OLD! SEE UPDATE)
Просмотров 5 тыс.3 года назад
AWS Panorama Appliance Developers Kit - first look, first project! (OLD! SEE UPDATE)
Office Hours with Ben Kehoe, Jared Short, and Mike Chambers - Ep. 2
Просмотров 1743 года назад
Office Hours with Ben Kehoe, Jared Short, and Mike Chambers - Ep. 2
Talking AWS IoT with Nathan Glover - Accidental AWS M5 Stack unboxing...
Просмотров 2,5 тыс.3 года назад
Talking AWS IoT with Nathan Glover - Accidental AWS M5 Stack unboxing...
#ImAtReInvent 2020 with Jeff Barr - Ep 10 (Series Finale)
Просмотров 1383 года назад
#ImAtReInvent 2020 with Jeff Barr - Ep 10 (Series Finale)
#ImAtReInvent 2020 with Ewere Diagboya - Ep 9
Просмотров 1403 года назад
#ImAtReInvent 2020 with Ewere Diagboya - Ep 9
#ImAtReInvent 2020 with Jenn Bergstrom - Ep 8
Просмотров 563 года назад
#ImAtReInvent 2020 with Jenn Bergstrom - Ep 8
Office Hours with Ben Kehoe, Jared Short, Mike Chambers and special guest* Tim Bray
Просмотров 2353 года назад
Office Hours with Ben Kehoe, Jared Short, Mike Chambers and special guest* Tim Bray
#ImAtReInvent 2020 with Ben Kehoe - Ep 7
Просмотров 823 года назад
#ImAtReInvent 2020 with Ben Kehoe - Ep 7

Комментарии

  • @neeleshsethi9914
    @neeleshsethi9914 2 дня назад

    Thanks Mike, this is cool stuff. An cdk version of this would be awesome.

    • @mikegchambers
      @mikegchambers День назад

      Yeah. Where I landed, for various reasons, was a Cloudformation template with custom resources. So I guess this could be flipped to other IAC.

  • @sasiakki
    @sasiakki 10 дней назад

    This is great knowledge Mike, can I trouble to get GitHub link want to play around to build a CI/CD pipeline for deploying Generative AI applications through code

  • @focusotter
    @focusotter 10 дней назад

    Found your channel from LinkedIn, great stuff!

  • @mantrax314
    @mantrax314 10 дней назад

    great content! Thanks for sharing.

    • @mikegchambers
      @mikegchambers 10 дней назад

      Thanks. Thinking about doing more of this kinda stuff.

  • @selvakann3323
    @selvakann3323 26 дней назад

    Hi Mike, The way explanation is very good. I want to know about AWS machine learning certification -associates course.

  • @sikretp
    @sikretp Месяц назад

    The future is here 😮

  • @wrenalloway3131
    @wrenalloway3131 Месяц назад

    Good stuff 👍

  • @sunainadasgupta1888
    @sunainadasgupta1888 Месяц назад

    Would love to see something on how we could use sagemaker containers in a real word use case

  • @KAYKAYMUS
    @KAYKAYMUS Месяц назад

    Yesterday I wrote a science fiction story in my mother tongue Malayalam, with MENACE being the main motif. 🙂

  • @shambledunk2089
    @shambledunk2089 Месяц назад

    Thanks Mike. Finding myself (as an SA) having to learn a lot about SageMaker in very little time, and this was super helpful.

  • @webdecoded
    @webdecoded Месяц назад

    looking forward to trying this!

  • @gabrielpangilinan2339
    @gabrielpangilinan2339 2 месяца назад

    Hi Mike great presentation. Do you know if Sagemaker supports S3-compatible data source for data ingestion?

  • @MiguelLaforet
    @MiguelLaforet 2 месяца назад

    Thank you for the great explanation and effort. I still have trouble understand the pros of having IDE's in aws, such as notebooks, studio, cloud9 and so on. Why would I pay for computing, when I can simply use my favorite IDE's on my own computer? One argument is that IDE in the cloud gives full integration to AWS services, But on my own computer, I can log in via cli with sso, and use the sdks.

  • @barisbilgin9502
    @barisbilgin9502 3 месяца назад

    great content

  • @CharlieYou823
    @CharlieYou823 3 месяца назад

    I think I'm not the only one who chose AWS instead of Azure just because of Mike.

  • @tsunghsiwu
    @tsunghsiwu 4 месяца назад

    thank you for the demo and explanation. worth of my time in less than 20 minutes to have a nutshell of AWS Rekognition!

  • @of7104
    @of7104 4 месяца назад

    @mikegchambers great video - just wondering if there would be any additional adaptations to make if you were training a deep learning model with eg. pytorch/fastai?

  • @maryamdavoodi
    @maryamdavoodi 5 месяцев назад

    Thanks Mike. It was great intro to AWS StageMaker.

  • @kakshay7
    @kakshay7 5 месяцев назад

    Please share code for the above project. Looks very interesting.

  • @fluffmiller1084
    @fluffmiller1084 5 месяцев назад

    You could spend weeks (months) going down the infinite rabbit hole (hell hole) that is AWS official documentation and not come away with anything like the clarity that this video gives. Similarly, this is orders of magnitude better than the vast morass of badly presented, desperately confusing, inaudible yawnfest YT videos on Sagemaker. Superb content. Please make more!

  • @davidflorez5647
    @davidflorez5647 5 месяцев назад

    Thank, this video is quite good for understanding how to manage costs in aws

  • @sundarmeha
    @sundarmeha 5 месяцев назад

    Great video and explanation than any other AWS Rekognition videos out there. One question, the command line response was just the label and the confidence score. How did you pull up the correct image out of the returned custom labels? what if multiple custom labels are returned? I have a similar use case and this would be greatly useful

  • @evanellis4097
    @evanellis4097 5 месяцев назад

    10 seconds into the video, and this is SO much better then a little webcam and poop audio. Thanks for being so engaging.

  • @akashacharya6307
    @akashacharya6307 5 месяцев назад

    Am begginer to the AWS Sagemaker with the requirement for our client project and you have explianed the difference between studio and notebook in extrodinary way. Anyone can understand it easily without any background knowledge. Thank you

  • @francis191
    @francis191 5 месяцев назад

    Great video Mike - I am new to Sagemaker but you have broken it down in to manageable understandable pieces

  • @DaveParr
    @DaveParr 5 месяцев назад

    Great video. Feel like I got a clear understanding of the various tools there. Looking forward to your video on sagemaker studio vs sagemaker studio lab ;)

  • @DaveParr
    @DaveParr 5 месяцев назад

    Banging video @mikegchambers. I owe you a drink when you're next in Cardiff :)

  • @twopenace403
    @twopenace403 5 месяцев назад

    Why can't AWS make such useful videos?

  • @BeneditoMartins-lt4hv
    @BeneditoMartins-lt4hv 5 месяцев назад

    Are you available to share your AWS account with me? I pay

  • @actionlibrary123
    @actionlibrary123 5 месяцев назад

    Do I need to buy sagemaker book? I already have AWS basics, Azure basics and AWS architect books. Companies called me for interview and rejected me. Refund the money I spent on Mobiles and tickets.

  • @shivamgoel0897
    @shivamgoel0897 6 месяцев назад

    really needed to understand the pricing and free tiers verbally. Thank you so much!

  • @Jack-w1w
    @Jack-w1w 6 месяцев назад

    感谢您的分享,您的讲解非常的清晰且具有系统性和大局观。我会继续浏览您的其他视频,期待找到适合我学习SageMaker的其他内容。

    • @Jack-w1w
      @Jack-w1w 6 месяцев назад

      再次感谢您的精彩讲解和无私分享。

  • @vaggelis124
    @vaggelis124 6 месяцев назад

    Like best video ever?

  • @satish1012
    @satish1012 6 месяцев назад

    what is the difference between Sage Maker Canvas and Sage Maker Studio ?

  • @gleitonfranco1260
    @gleitonfranco1260 6 месяцев назад

    🔝☁‼

  • @Neosam01
    @Neosam01 6 месяцев назад

    holy %$%^ this was super amazing man

  • @esantix
    @esantix 6 месяцев назад

    Excelent video! Thanks for the time and effort

  • @mehukatti123
    @mehukatti123 6 месяцев назад

    Great job in making this demo so engaging!

  • @KhaledAbdelfattah-f1s
    @KhaledAbdelfattah-f1s 6 месяцев назад

    In Canvas, is there a python script for training the data (includes the algorithm used to train the data) gets created that I can download, other than the model notebook ?

  • @KhaledAbdelfattah-f1s
    @KhaledAbdelfattah-f1s 6 месяцев назад

    Is this endpoint needs an API gateway, and maybe lambda, so I can inference from outside AWS world ?

  • @karangupta_DE
    @karangupta_DE 6 месяцев назад

    great video, SM_MODEL_DIR, SM_CHANNEL_TRAIN, SM_CHANNEL_TEST, these have default /opt/ml locations defined in sagemaker python sdk? And once we pass the s3 bucket location, the data from the s3 bucket is automatically pulled into the sagemaker training job containers?

  • @mantrax314
    @mantrax314 7 месяцев назад

    Great demonstration!

  • @johnoreilly5210
    @johnoreilly5210 7 месяцев назад

    great simple explanation...Thank YOU.

  • @venkatasri820
    @venkatasri820 7 месяцев назад

    Hi Mike, you are a gifted teacher. I frequently watch a lot of videos, but your explanation and to the point no one can beat it, trust me 😊thank you again for the video

  • @satishb9975
    @satishb9975 7 месяцев назад

    Thank you very much this is really awesome

  • @stephenl5693
    @stephenl5693 7 месяцев назад

    I like how you mentioned to use it for sharing with future self...this is the main reason I'm looking into starting out with Jupyter as I've some old py scripts with great data cleansing tasks I've almost forgot why I did a certain thing lacking the comments etc. looking forward to experimenting with this and onboarding to utilise Jupyters functionally. Thanks for the short video 👍

  • @AnilKumar-np9mh
    @AnilKumar-np9mh 7 месяцев назад

    Thank you Mike! Very helpful. You have explained it very well. Loved it.

  • @mohammadespahrom3295
    @mohammadespahrom3295 7 месяцев назад

    Great job, Mike, good explanation.

  • @arkadiuszkulpa
    @arkadiuszkulpa 7 месяцев назад

    great video! you are very clear in the knowledge, just enough visualisation to bring the point across. and I love how you start from the big picture and zoom in, rather than people who go at the individual cog of the system to try to explain it all one by one..

  • @nick12341983
    @nick12341983 8 месяцев назад

    Nice video Mike