Real-Time Unified Data Layers: A New Era for Scalable Analytics, Search, and AI v 1.1Table of Contents Introduction 1. The Interconnection of Analytics, Search, and AI 2. What is a Real-Time Unified Data intelligence. For example: FMCG & Manufacturing need real-time production dashboards and historical analytics shared across plants & lines to improve Overall Equipment Effectiveness (OEE). Energy companies platforms require real-time monitoring and analytics to personalize experiences and ensure performance. 32. The Interconnection of Analytics, Search, and AI Analytics, search, and AI are deeply interconnected

represent key underpinnings of these changes. As does leadership evolution for the global powers. Google’s founding mission (1998) was to ‘organize the world’s information and make it universally accessible units are the installed based of smartphones & tablets in 2020. Cloud & data center capex includes Google, Amazon, Microsoft, Meta, Alibaba, Apple, IBM, Oracle, Tencent, & Baidu for ten years ending 2022 Annual Searches = ChatGPT 5.5x Faster vs. Google Note: Dashed-line bars are for years where Google did not disclose annual search volumes. Source: Google public disclosures, OpenAI (12/24). ChatGPT

authentication and authorization protocols for a number of the most pop- ular sites on the web, including Google/Gmail, Facebook, Twitter, and FriendFeed. The module includes methods to log users in via these sites publish a Twitter message on their behalf. Here is an example handler that uses Google for authentication, saving the Google credentials in a cookie for later access: class GoogleOAuth2LoginHandler(tornado site.com/auth/google', code=self.get_argument('code')) # Save the user with e.g. set_signed_cookie else: await self.authorize_redirect( redirect_uri='http://your.site.com/auth/google', client_id=self

com/tornadoweb/tornado] Mailing lists: discussion [https://groups.google.com/forum/#!forum/python-tornado] and announcements [https://groups.google.com/forum/#!forum/python-tornado-announce] Stack Overflow [ PageDiscussion and support You can discuss Tornado on the Tornado developer mailing list [https://groups.google.com/forum/#!forum/python-tornado], and report bugs on the GitHub issue tracker [https://github.c com/tornadoweb/tornado/wiki/Links]. New releases are announced on the announcements mailing list [https://groups.google.com/forum/#!forum/python- tornado-announce]. Tornado is available under the Apache License, Version

Relationships exist • Relationships are not self- evident • Requires expertise, SMEs, or analytics • Sense - Analyze - Respond • Apply “Good Practices” Ordered Systems Obvious Sense Categorize

HW Platforms ZCU102 ZCU104 Ultra96 PYNQ Face detection Pose estimation Video analytics Lane detection Object detection Segmentation Models© Copyright

our product data. We knew we had a winner on our hands! Nishant Gupta Senior Director, Data, Analytics and Computational Intelligence Product Note: OpenAI has launched Vision Fine-Tuning to further

and analysis tools 6. Tutorials and standards ii. Google – Single repository with over 1B files and over 2B SLOC, over 25K engineers for every Google property d. SPREAD KNOWLEDGE BY USING AUTOMATED TESTS INTERNAL CONSULTING AND COACHES TO SPREAD PRACTICES i. Capital One – SMEs hold open office hours ii. Google Testing Grouplet and Testing on the Toilet periodical 1. Started Test Certified Levels for teams

d. Google Web Server (GWS) team was struggling with changes – Hard line: no changes would be accepted into GWS without accompanying automated tests. Spread Testing Grouplet team approach. Google – single

is Velocity all about? What did I learn? Service Workers: The Practical Bits by Patrick Meenan (Google) @patmeenan http://www.slideshare.net/patrickmeenan/service-workers-for-performance  They are effectively