AI

Video by Open Data Science and AI Conference via YouTube

Real-time analytics systems need to be fast but speed alone is not enough. They also need to be correct, consistent, and reliable under real production workloads.

In this ODSC AI East 2026 session, Deep Patel, Senior Data Engineer at Robinhood, explores how to build event-time-consistent analytics pipelines using Apache Kafka, Apache Flink, and Apache Pinot.

The session covers the challenges that often cause metric drift in streaming and OLAP systems, including late-arriving events, replay, backpressure, ingestion delays, and multi-tenant workloads. Deep introduces architectural patterns for exactly-once analytics, event-time watermarks, deterministic segment assignment, idempotent upserts, and Flink checkpoint alignment.

Watch to learn practical strategies for building low-latency analytics pipelines that deliver fresh, trustworthy insights at scale.

————————————————————————————————————-

Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai

To watch more videos like this, visit https://aiplus.training

Sign up for the newsletter to stay up to date with the latest trends in data science: https://opendatascience.com/newsletter/

Follow us online!
• Facebook: https://www.facebook.com/OPENDATASCI
• Instagram: https://www.instagram.com/odsc/
• Blog: https://opendatascience.com/
• LinkedIn: https://www.linkedin.com/company/open-data-science/
• X (twitter): https://x.com/_odsc

Source

Video by SAP via YouTube

Think you know how fast SAP GROW works? We put real customer numbers to the test — game show style.

✅ 15 weeks to go live
✅ $25B supply chain managed with zero custom code
✅ Fully productive employees in just 3 days
✅ Enterprise ERP run by a team of 28

SAP GROW is AI cloud ERP built for companies of any size. See how it works for our customers: https://sap.to/6055BG5qA1

Source

Video by TWiT Tech Podcast Network via YouTube

Windows Weekly is about more than Windows. Veteran Microsoft insiders Paul Thurrott and Richard Campbell join Leo for a deep dive into the most valuable company in the world. From consumer to enterprise, AI to Xbox, Windows Weekly is the only Microsoft podcast you’ll ever need.

You can find more about TWiT.tv and subscribe to our full shows at https://podcasts.twit.tv
Join our community at Club TWiT: https://twit.tv/clubtwit

About us:
TWiT.tv is a technology podcasting network located in the San Francisco Bay Area with the #1 ranked technology podcast This Week in Tech hosted by Leo Laporte. Every week we produce over 30 hours of content on a variety of programs including Tech News Weekly, MacBreak Weekly, Windows Weekly, Security Now, Intelligent Machines, and more.

Source

Video by H2O.ai via YouTube

Processing language and truly understanding it are two different things. Here is the line between them, and the bigger ambition sitting behind both.

Terms covered:
– NLP (Natural Language Processing): translating, classifying, extracting and detecting sentiment. Taking raw text and doing something meaningful with it.
– NLU (Natural Language Understanding): a subset of NLP focused on intent, meaning and context. Recognizing that "I want to cancel" signals a customer about to churn, not just four words typed.
– AGI (Artificial General Intelligence): a hypothetical AI that reasons and performs across any domain the way a human can

From processing, to understanding, to reasoning.

—
AI Fundamentals Glossary | H2O.ai University
Full playlist: https://www.youtube.com/playlist?list=PLAWKlIKS-66E
Free courses and certifications: https://h2o.ai/university

#NLP #NLU #AGI #AIGlossary #H2Oai

Source

Video by OpenCV via YouTube

Click-Ins runs inspections for insurers, rental fleets and dealerships from ordinary phone photos. The models behind it are trained almost entirely on rendered data: 3D vehicle models with procedurally generated dents, scratches and deformations across makes, colors, lighting and backgrounds, auto-annotated at the pixel level.

In this episode CEO Dmitry Geyzersky will cover how the pipeline works, where synthetic data holds up against real-world imagery and where it breaks, and what it took to close the gap in production. If you’ve weighed synthetic data for your own inspection or QA problem, this is a practitioner’s view of what actually deploys.

OpenCV is a 501(c)(3) registered non-profit in the United States. See how you can support open source CV & AI: http://opencv.org/support/

Watch along for your chance to win during our live trivia segment, and participate in the live Q&A session with questions from you in the audience.

Become a paid member of the channel to help us make more episodes https://www.youtube.com/channel/UCkrcW82Y2kbgU-U9RaYfgxw/join

Got a cool project of your own? Send it to us and you may be featured https://www.jotform.com/form/233105358823151

Thumbnail by Natalia de la Rosa natdlrs.com

Source

Video by PyTorch via YouTube

PyTorch Foundation Governing Board Member, Fred Li of Huawei describes how the first ever PyTorch Conference China 2026 brought to together open source projects to collaborate and grow the global community.

The joint KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026 was a big success.

Read the recap about PyTorch Conference China 2026: Advancing the Open Source AI Stack at: https://pytorch.org/blog/pytorch-conference-china-2026-advancing-the-open-source-ai-stack/

We can build a bright future together!

Source

Video by CNCF [Cloud Native Computing Foundation] via YouTube

Join Lebin Cheng of RailXia at KubeCon + CloudNativeCon North America, November 9-12 in Salt Lake City, Utah.

Lebin and Yusheng Zheng will present “Beyond Harnesses and Sandboxes: Runtime Protection for AI Agents with eBPF,” a poster presentation exploring ways to gain visibility into agent activity and protect sensitive data.

Explore the presentation:
https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/program/schedule/?id=1242966

Save your spot:
https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/register/

Source

Video by FINOS via YouTube

Can a single prompt really trigger a US government ban on open-source AI?

We examine how specific AI models are being used to automatically detect and patch software bugs, highlighting the power of modern open-source tools. This breakdown explores the technical capabilities that have security experts concerned about the speed of automated vulnerability remediation.

Subscribe for more technical breakdowns on modern AI systems.

Source

Video by The Late Night Linux Family via YouTube

Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux

The Steam Frame is finally here and it’s not quite as expensive as we feared. Graham was selected in the lottery but will he actually buy one? We finally talk about Omarchy, its huge fundraising effort, and why we are disappointed in companies who are contributing. Plus LibreOffice’s enviable download numbers. With guest hosts Andy from Linux Dev Time, and Shane from Hybrid Cloud Show.

https://latenightlinux.com/late-night-linux-episode-404/

Source