Dat Tran
@datitran
VP AI/ML @beamsai. Ex-Co-Founder/CTO @priceloopai. Ex-Head of AI @axelspringerai, Ex-@idealo_de, Ex-@Pivotal. Tweets and opinions are my own!
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http://dat-tran.com/ 25-10-2013 14:01:55
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Based on conversations with a dozen companies doing real-time ML in both US and China, I wrote about online inference and online learning -- their use cases, solutions, and challenges. Machine learning is going real-time, and most companies aren't ready. huyenchip.com/2020/12/27/rea…
Takeaway from Andrej Karpathy's CVPR talk: The most successful ML projects in prod (Tesla, iPhone, Amazon drones, Zipline) are where you own the entire stack. They iterate not just ML algorithms but also: - how to collect/label data - infrastructure - hardware ML models run on
Excited to share a new article I co-wrote with Tobias Zwingmann on the costly mistakes organizations make when adopting AI (since 5+ years)—and how to avoid them. AI adoption isn't about money; it's about prioritization, people, and mindset. 👉 Read here: blog.tobiaszwingmann.com/p/expensive-mi…