If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):This should be impossible!You can clean any ML dataset in just three lines of code. Flag outliers, find label errors, and more, across:- Any data (tabular, text, image, etc.)- Any task (classification, entity recognition, etc.)100% open-source, built by MIT researchers. https://t.co/xAaKjK4zIM ...

This should be impossible!You can clean any ML dataset in just three lines of code. Flag outliers, find label errors, and more, across:- Any data (tabular, text, image, etc.)- Any task (classification, entity recognition, etc.)100% open-source, built by MIT researchers. https://t.co/xAaKjK4zIM ...

This is the second story in our series on artificial intelligence being applied here and now, where it matters most. Last week, we brought you the story of the AI used by your doctor. This week, it's about your teacher, the one you depend on to educate your children, the one we all depend on to prepare the next generation of workers, the one that we all remember from our own childhood.-Whenever I talk to people about their experiences in education, they always name this one teacher who was so influential, a ...

RT Avi Chawla (@_avichawla)4 must-know model training paradigms for ML engineers: https://t.co/G3KunNYswt ...

Core Insights - GEICO has opened a new office in Palo Alto, California, positioning itself in the center of Silicon Valley innovation [1] - This strategic move highlights GEICO's commitment to transforming the insurance industry through advanced technology and attracting top talent [1] - The Palo Alto office will focus on technology initiatives, including data and AI/ML engineering, product engineering, platform development, and cybersecurity [1]

Core Points - Datavault AI Inc. has regained compliance with Nasdaq Listing Rule 5550(a)(2) regarding the minimum bid price requirement for its common stock [1][2] - The company's common stock maintained a closing bid price of at least $1.00 per share for ten consecutive trading days from September 26, 2025, to October 9, 2025 [2] - The resolution of this compliance issue highlights Datavault AI's commitment to maintaining its listing status and delivering value to shareholders [3] Company Overview - Datavault AI Inc. specializes in secure data tokenization and Web 3.0 innovations, offering AI-driven data experiences, valuation, and monetization [1][5] - The company operates a cloud-based platform that provides solutions across various industries, including sports & entertainment, biotech, education, fintech, real estate, healthcare, and energy [5] - Datavault AI's technology suite includes patented technologies in its Acoustic Science Division and high-performance computing solutions in its Data Science Division [5]

Core Insights - Celestica Inc. has launched two new 1.6TbE data center switches, the DS6000 and DS6001, aimed at high-bandwidth AI/ML applications, contributing to the OCP Community and listing them on the OCP Marketplace with OCP Inspired™ recognition [1][2][3] Product Specifications - The DS6000 is a 3RU, 64-port switch designed for traditional air-cooled data centers, while the DS6001 is a 2U, 64-port hybrid-cooled switch optimized for the 21-inch OCP ORv3 rack [2][4] - Both switches utilize the Broadcom Tomahawk 6 chipset, providing a total switching capacity of up to 102.4Tbps, effectively doubling the capacity compared to Celestica's existing 800G solutions [2][8] - The DS6000 and DS6001 include advanced AI routing features and interconnect options tailored for AI clusters [2][3] Market Position and Recognition - Celestica has been recognized as a leader in high-speed and AI networking, having received the 2024 Dell'Oro Market Share Leader Awards for both Ethernet Switch – AI Networks and High-Speed Networks (> 800 G) [8][9] - The introduction of the DS6000 and DS6001 switches reinforces Celestica's commitment to addressing the future needs of AI networking and its understanding of enterprise customer requirements for reliability and performance [9][10] Industry Collaboration - The new switches will be showcased at the OCP Global Summit 2025, highlighting Celestica's role in the open networking ecosystem [6][7] - The collaboration with Broadcom on the Tomahawk 6 chipset emphasizes the innovation in delivering solutions optimized for modern AI workloads [7][8] Customer Benefits - The DS6000 and DS6001 switches offer significant advantages, including high performance, energy efficiency, and flexibility in port speeds ranging from 50GbE to 800GbE [8][9] - Both switches support an open-source Network Operating System (NOS) approach, enhancing deployment versatility across various use cases [5][6]

RT Avi Chawla (@_avichawla)You're in an ML Engineer interview at Netflix.The interviewer asks:"You’ve trained a new recommendation model.How do you make sure it’s ready to replace the old one?"You reply: "I’ll compare metrics on validation and test sets."Interview over.Here’s what you missed:The issue is that, despite rigorously testing an ML model locally (on validation and test sets), it could be a terrible idea to instantly replace the previous model with the new model.This is because it is difficult to ...

Core Insights - Blackbaud, Inc. has concluded its annual technology conference, bbcon 2025, focusing on the role of AI in enhancing social impact through a vast network of organizations and causes [1] Group 1: Innovations and AI Developments - Blackbaud introduced two major innovations: transforming Blackbaud AI into a system of intelligent action and launching Blackbaud Agents for Good, which are proactive virtual team members [2][3] - New AI-driven features include donor stewardship reports, Recognition Programs, and hyper-personalized donor journeys aimed at enhancing engagement and loyalty [2][9] - Over 70 sector-specific AI capabilities were showcased, including the Development Agent for managing donor portfolios and Prospect Insights Pro for predictive analytics [4] Group 2: Financial Projections - For the full year 2025, Blackbaud projects GAAP revenues between $1.120 billion and $1.130 billion, indicating approximately 5% organic growth at the midpoint [7] - Non-GAAP EPS is anticipated to be between $4.30 and $4.50, an increase from earlier expectations of $4.16-$4.35 [7] Group 3: Company Strategy and Focus - Blackbaud is concentrating on cloud software solutions and data-driven decisions, leveraging AI, machine learning, and predictive analytics [6] - The company is committed to margin expansion opportunities while investing in innovation, AI, and cybersecurity [6] Group 4: Stock Performance - Blackbaud currently holds a Zacks Rank 3 (Hold), with shares declining 23.5% over the past year, contrasting with a 22.9% growth in the Computer – Software industry [8]

AMD’s Jack Huynh, SVP and GM, Computing and Graphics Group, and Mark Cerny, lead architect of PS5 and PS5 Pro, discuss the latest developments from Project Amethyst – the collaboration between Sony Interactive Entertainment and AMD focused on Machine Learning-based technology for graphics and gameplay – a shared commitment to push gaming technology forward. Mark and Jack share three gaming technology breakthroughs that will lead to benefits across the gaming industry in the future. *** Subscribe: https://bi ...