List of videos

Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_Gaurab_Patra_generative_ai_crowdsourced_interactivity Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 Intro 0:22 preface 1:05 what does that mean? 1:22 human-to-human communication 2:03 human-to-machine communication 6:25 generative ai... 8:29 ...generative adversarial networks (gans) 10:45 ...language generative models 14:38 gan architecture 15:59 process and understand human language at scale 16:29 gans enables generating input-like output 17:51 generative ai is at the foundation building stage 19:41 crowdsourcing for interactivity 22:45 image synthesis 23:48 image extension 24:33 unicorner - startup idea validator 28:32 coperate with machines, don't operate

Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_Yogesh_Seenichamy_ml_healthcare Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Heart Failure Predition Dataset ➤ https://www.kaggle.com/datasets/fedesoriano/heart-failure-prediction Code ➤ https://colab.research.google.com/drive/1Jq9pszNpVk8qW9CrwGwapHB2j4xipgcH?usp=sharing Chapters 0:00 intro 0:22 preface 0:33 topics 1:10 heart failure background 2:38 current limitations of diagnosis 3:09 neural networs 5:14 heart failure prediction dataset (kaggle) 6:29 demo 15:25 conclusion 15:47 thank you

Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_Daniel_Svonava_vector_ops_embeddingpowered_apps Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:22 preface 0:36 building vector-powered apps 1:35 what did we lose with language? 4:14 natural language is a bottleneck 4:50 natural language is ambiguous 5:56 vectors are better! (mostly) 7:55 search before vectors 10:32 recommendations before vectors 14:42 search & recommendations with vectors 17:40 approximate nearest neighbours? 20:23 it can be measured 22:57 building the content vectors... 25:39...and user vectors in the same space! 27:53 let ann do the heavy lifting 29:39 query manager on top 32:36 what will you need to get started & MVP? 38:26 towards a #vectorops platform 42:57 what about generative ai?! 43:41 chat and chains! 45:30 what the frig? 46:42 agents & memory! 48:41 let's connect!

Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_Zain_Hasan_vector_databases Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:22 preface 1:00 about zain 1:42 from keyword search to semantic search 4:31 process, understand and search through unstructured data... 5:01 ...in a scalable and secure way 5:20 use ml to understand the context 5:57 machine learning models 9:14 vector representations 10:54 vector databases 17:16 weaviate: an open-source vector db 18:01 a vector search pipeline 19:40 weaviate is modular: flexible search pipelines 21:17 using vector search to provide llms context 25:12 demo 43:49 reach out

Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_David_Kjerrumgaard_event_streaming_apps_java_microservices Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:22 preface 0:38 about the speaker 1:06 agenda 1:27 event-driven microservices 3:00 what is apache pulsar? 3:42 pulsar pub/sub model 4:15 topics 5:20 physical architecture of a pulsar cluster 7:16 what are pulsar functions? 8:15 pulsar functions programming model 9:23 why pulsar functions? 10:32 when to use pulsar functions 11:21 developing pulsar functions - sdk 12:32 packaging functions 13:14 coding demo 25:24 review 26:06 let's keep in touch

Conf42 Mobile - all the latest tech you can have in your pocket! 🦉 Schedule, Lineup & RSVP: https://www.conf42.com/mobile2022 🐀 Join Discord to interact: https://discord.gg/DnyHgrC7jC — 0:00 intro, sponsors & partners Keynotes 0:41 Jessica Wirt 1:09 Manuel Carrasco Molina android 2:00 Nav Singh 2:30 Ahmed Tikiwa 3:37 Giovanni Laquidara iOS 4:00 Ivan Besarab 4:22 Julio César Fernández Muñoz 5:27 Frank Courville cross-platform 6:07 Pawel Lopusinski 6:34 Nicola Zaghini 7:31 Abhishek Doshi no intro - Lucas César Nogueira Fonseca 8:45 Thank you! 9:30 Jump to Discord!

Jessica Wirt Content Strategist at truematter So you’re ready to hire someone to help with user experience. You’ve identified usability issues with your sites, apps, or other software products, and need someone to help fix them, a single usability professional to “do UX”—whatever that means. I’m sorry to tell you, this person does not exist. And, if you try to foist all of your usability problems onto one professional, you will not get the rainbow-filled success you’re hoping for. While UX professionals might be pretty magical beings, no one person can juggle all of the areas of expertise needed for top-tier user experience. Having a full, well-rounded usability team is always ideal. But we don’t live in a world of unicorns or ideals. You may only be able to get the budget, resources, or go-ahead for one UX hire. If that’s where you’re at, not all is lost. You can still create more useful, usable sites and apps with a single, strategic UX hire. To make this work, you’ll need to focus less on one person to do all things UX and more on how your lone UX pro will fit into the team and skillsets you already have. Attendees will walk away being able to: - Make an honest assessment of their team’s strengths and weaknesses - Understand the value of embedding UX in their existing team structure - Take concrete steps towards happier users and improved success online Other talks at this conference 🚀🪐 https://www.conf42.com​/mobile2022 — 0:00 Intro 0:15 Talk

Manuel Carrasco Molina Senior SwiftUI Dev & Ethical (H)ac(k)tivist at StuFF mc Manuel’s passion for software development is way older than his passion for the environment. Still, over the last 10 years, he realized one cannot be more important than the other one. If I want to leave a livable planet to my grand-children, if I want to have grand-children at all, I need to bring the argument of CO2 on the table regularly at technical meetings and conferences. I don’t want to hide under APIs ever again. I don’t want the politician and activist in me to ever hide behind the programmer, because I felt I could convey the message better with slides full of code. The time is now where I would like to try a wake up call to all of us and explain why if we don’t work all together, at every level, the world as we know it, the so-called civilization will be over in 10 to 15 years. We’re the new dinosaurs, let’s try to survive instead of writing the next feature in the next sprint. This sprint — the one for our future — is a way bigger story. Other talks at this conference 🚀🪐 https://www.conf42.com​/mobile2022 — 0:00 Intro 0:15 Talk

Nav Singh Mobile Software Engineer at Manulife What we will learn: - Implementing Accessibility in old UI toolkit and Jetpack compose - Accessibility testing (manual and automated) - Analysis tools ( Accessibility scanner, and talkback) - Demo the sample code on how to write an Espresso test which will test the accessibility of User-Interface Other talks at this conference 🚀🪐 https://www.conf42.com​/mobile2022 — 0:00 Intro 0:15 Talk