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S27:E8 – Learning AI (Matt Eland)

Meet Matt Eland, AI Specialist at Leading EDJE. Matt shares what sparked his passion for AI years ago, why he’s made the decision to go back to school for his master’s degree and how he aims to continue spreading his expertise with the community. Show Links Partner with Dev & CodeNewbie! (sponsor) Matt on Data […]

Hello Deep Learning | Robert Heaton

Introductions to deep learning are too complicated and spend too much time trying to thrill you with details and real-world applications. This makes them a frustrating place to start. You already know that deep learning is amazing and that it actually works on real problems. You know that most of the hard work in industry […]

The Problem with Timeseries Data in Machine Learning Feature Systems

Introduction The Feature Systems team at Etsy is responsible for the platform and services through which machine learning (ML) practitioners create, manage and consume feature data for their machine learning models. We recently made new real-time features available through our streaming feature platform, Rivulet, where we return things like “most recent add-to-carts.” While timeseries data […]

Learning from the 2023 Book Fair

This year’s New York International Antiquarian Book Fair is my third, following the 2022 book fair and, just days before lockdown, the 2020 book fair. Three hardly makes me an expert, even in my specialization of architecture books, but it does help with gauging the value given to books on the subject and getting a sense of […]

Barista: Enabling Greater Flexibility in Machine Learning Model Deployment

Machine learning (ML) model deployment is one of the most common topics of discussion in the industry. That’s because deployment represents a meeting of two related but dramatically different domains, ML practice and software development. ML work is experimental: practitioners iterate on model features and parameters, and tune various aspects of their models to achieve […]

Being more efficient as a mobile engineer

I was reading this week about “10x engineer” and what it means in the tech industry. If the title can be questionable, I wanted to reflect on its definition and what it can mean in mobile engineering. Definition If you search about “10x engineer”, it’s defined as “engineers that are ten times better than their […]

Learning Scala at SoundCloud

I’m a backend developer who worked extensively writing code in Golang before joining SoundCloud. SoundCloud mostly uses Scala for its microservices, so when I joined, it was important to learn it. As I was new to the language, I faced some challenges going from knowing nothing to becoming skilled at writing code in Scala. This […]