Build On Generative AI

Build On Generative AI

A weekly live stream about neural networks, content creation, and gradient descent at scale. Basically all things Generative AI.

Published Jul 31, 2023
Headshots of the hosts, Emily and Darko

You may have heard about Generative AI and you want to see it in action. You want to know if there is substance behind the hype. Maybe you want to see if there is anything real behind the claims, and you wanna see how far it can go. Well then - WELCOME 👋 Welcome to the Build on Generative AI show. Your favorite weekly Twitch show, about all things Generative AI. Every week we look at new technical and scientific patterns on AWS, inviting guest speakers to demo their work and show us how they built something new to improve the state of Generative AI.

Every week you can join in the conversation both on or off the air with your hosts, Emily and Darko:

  • Emily Webber is a Principal Machine Learning Specialist Solutions Architect and keynote speaker at Amazon Web Services, where she has lead the development of countless solutions and features on Amazon SageMaker. She has guided and mentored hundreds of teams, developers, and customers in their machine learning journey on AWS. She specializes in large-scale distributed training in vision, language, generative AI, and is active in the scientific communities in these areas. She hosts YouTube and Twitch series on the topic, regularly speaks at re:Invent, writes many blog posts, and leads workshops in this domain worldwide. Make sure to check out her book.
  • Darko Mesaroš (Дарко Месарош), Senior Developer Advocate: Seattle, WA based resident retro hardware aficionado who loves yelling into the camera about the cloud while he learns, breaks and builds it. If you could summon him with one word it would be: Commodore 64. Talk with him on Twitter or LinkedIn.

If you have any questions, comments, or ideas, reach out to us. Feel free to send us an email at: build-on-generative-ai@amazon.com

Come learn live with us! We stream every Monday at 9am Pacific/Noon ET. Check us out on twitch.tv/aws 👇

EpisodeNameDateGuestLink to Show Notes
S02E01Let's look at Llama2, Falcon and more! New season start2023-08-14Emily WebberShow notes
S02E02Defining best for long context Language Models2023-08-21David BoundsShow notes
S02E04Streaming support on SageMaker endpoints2023-09-11Raghu RameshaShow notes
S02E05Mounting S3 Buckets to EC2 Instances2023-09-18Devabrat & JohnShow notes
S02E06Llama Recipes2023-09-25Matthias & SeanShow notes
S02E07Amazon Bedrock and Bias Mitigation for LLMs2023-10-02Mark RoyShow notes
S02E08Translating unstructured Documents to structured data2023-10-09Arlind NocajShow notes
S02E09Finding alignment in the world of Generative AI2023-10-16David BoundsShow notes
S02E10Chatting to your SageMaker Studio2023-10-23Ayush KhatriShow notes
S02E11Securing Amazon Bedrock2023-10-30Ram VittalShow notes
S02E12Advanced Text Summarization with Amazon Bedrock2023-11-06Justin MullerShow notes

EpisodeNameDateGuestLink to Video
S01E01Stable Diffusion on AWS2023-01-23Emily WebberLink to Recording
S01E02Image fine-tuning with DreamBooth2023-01-30Heiko HotzLink to Recording
S01E03Model parallelism2023-02-06Mani KhanujaLink to Recording
S01E04Large language model hosting2023-02-16Rupinder GrewalLink to Recording
S01E05End-to-End Generative AI2023-02-27Chris FregleyLink to Recording
S01E06Training with Trainium2023-03-06KC Tung & LoreaLink to Recording
S01E07Call center analytics2023-03-13Babu Srinivasan & Chris LottLink to Recording
S01E08Hyper Parameter Tuning2023-03-20JoaoLink to Recording
S01E09Generative AI as a Service2023-03-27Joao MouraLink to Recording
S01E10Foundation Models on SageMaker2023-04-03Arun ShankarLink to Recording
S01E11Retrieval Augmented Generation2023-04-10Emily WebberLink to Recording
S01E12Stable Diffusion on Trainium2023-04-17KC TungLink to Recording
S01E13Open Source LLM Evaluation with HELM2023-04-24Gili NachumLink to Recording
S01E14AI Code Generation with Amazon CodeWhisperer2023-05-01David ErnstLink to Recording
S01E15TensorBoard and SageMaker2023-05-08Arun LokanathaLink to Recording
S01E16Generative AI with AI21 Labs2023-05-15Yuval BelferLink to Recording
S01E17Reinforcement learning with Human Feedback2023-05-22EKLink to Recording
S01E18Using Python scripts in SageMaker2023-05-29Guiseppe A. PorcelliLink to Recording
S01E19Generating Anime Characters2023-06-12Jerry XieLink to Recording
S01E20Detect and Mitigate Bias in NLP2023-06-26Bharati SriniLink to Recording