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Dave Elliott
Head of Developer Advocacy for AI at Google Cloud
Dave Elliott is a seasoned professional in the software industry with a strong focus on Artificial Intelligence (AI) and a passion for collaborating with others. He thrives on working with talented individuals to introduce innovative technologies to developers. Dave has a wealth of experience in the technology sector and has collaborated with various companies to bring about meaningful advancements.
Highlights
🚀 𝗚𝗼𝗼𝗴𝗹𝗲'𝘀 𝗖𝗵𝗶𝗽 𝗟𝗮𝗯: 𝗙𝘂𝗲𝗹𝗶𝗻𝗴 𝘁𝗵𝗲 𝗔𝗜 𝗥𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗧𝗣𝗨𝘀 🚀 Yesterday's CNBC feature on Google's custom silicon, TPUs, was a great watch. https://lnkd.in/gwNJPR2M Having been at Google since 2013, it's been incredible to witness the evolution of our custom ASICs firsthand. It's a testament to Google's commitment to pushing the boundaries of AI, and a reminder of what developers get when they build on Google Cloud and Vertex AI.
𝗪𝗵𝘆 𝗧𝗣𝗨𝘀 𝗠𝗮𝘁𝘁𝗲𝗿: As Amin Vahdat highlights, TPUs were a critical enabler to Google imagining the Transformer architecture – and are key to making large-scale AI models like Gemini a reality. It's about energy efficiency, cost-effectiveness, and enabling groundbreaking algorithms that wouldn't be possible with general-purpose compute.
𝗔 𝗙𝘂𝗻 𝗧𝗵𝗿𝗼𝘄𝗯𝗮𝗰𝗸 𝘁𝗼 𝗧𝗣𝗨 𝗢𝘂𝘁𝗿𝗲𝗮𝗰𝗵 𝗠𝗶𝗹𝗲𝘀𝘁𝗼𝗻𝗲𝘀 𝗳𝗼𝗿 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿𝘀: 2016: Google Cloud Blog "Google supercharges machine learning tasks with TPU custom chip" https://lnkd.in/g6kSxv37
2017: Kaz Sato blog "An in-depth look at Google's first Tensor Processing Unit (TPU)". https://lnkd.in/g8c3N4wB
2017: Insightful research paper "In-Datacenter Performance Analysis of a Tensor Processing Unit" (highlights the TPU's potential to become an archetype for domain-specific architectures). https://lnkd.in/gKSQgv_3
2018: Kaz Sato blog "What makes TPUs fine-tuned for deep learning?" https://lnkd.in/gKMHnyFA
2018: Zak Stone's session "Effective machine learning using Cloud TPUs" https://lnkd.in/g4xTmPHv
2019: Martin Gorner's video "Cloud TPU Pods: AI Supercomputing for Large Machine Learning Problems" https://lnkd.in/g9ju38jK
These resources offer a glimpse into the journey of TPUs and their impact on the AI landscape. The future of AI is bright, and TPUs are playing a crucial role in making it happen! 🚀
#VertexAI #LifeatGoogle #GoogleCloud #TPU #AI #MachineLearning #Innovation
Elevate your data science communications to Olympic heights🥇 Today's must-read blog & notebook: "Achieving Gold Medal🥇-level Data Science Communication with Gemini and Vertex AI” by renown data scientist and sports analytics guru Alok Pattani.
https://lnkd.in/gh5W-iye
𝐂𝐨𝐨𝐥 𝐌𝐨𝐦𝐞𝐧𝐭𝐬 🙌 Bridge the Gap: Gemini on Vertex AI empowers data scientists to effortlessly translate complex technical insights into clear, actionable narratives for business stakeholders. 🌏 Scale with Speed: generate explanations for 206 countries (many in their native language) in minutes, easily unlocking a global audience.
𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐄𝐱𝐩𝐥𝐨𝐫𝐚𝐭𝐢𝐨𝐧 ⌨ Dive into the prediction and interpretation by Gemini on Vertex AI, and experiment yourself within the Jupyter notebooks: ➡ https://lnkd.in/gkT4MkZF
📈 Visualize how 206 countries fared against historical expectations in a public Google cloud storage bucket: ➡ https://lnkd.in/gwZ8gzwY
#datascience #machinelearning #communication #Gemini #VertexAI #Olympics #GoogleCloud
Let's push the boundaries of data-driven storytelling.
