Shows
SaaS & ScotchHumility, Horror, and Product Market FitMy guest today is Joe Doliner, Co-Founder and CEO of Pachyderm, a data science platform. Prior to starting Pachyderm, Joe (JD) worked at AirBnB and RethinkDB. Our conversation focuses on the art of the start of his SaaS business, navigating the Shawshank Crawl to product market fit, and the one piece of advice he'd give SaaS Founders riding the grind today.
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2020-11-1343 min
Software Engineering DailyPachyderm Engineering with Joe DolinerPachyderm is a system for data version control. Code has been version controlled for many years, but not data. In previous episodes with Joe Doliner, we explored the evolution of Pachyderm. In today’s show, we talk about the state of the company in 2020, as well as Pachyderm Hub, and end-to-end machine learning and data lineage product.Sponsorship inquiries: sponsor@softwareengineeringdaily.com Learn more about your ad choices. Visit megaphone.fm/adchoices
2020-09-2949 min
Sand Hill RoadE05 Pioneering version control for data science with Pachyderm co-founder and CEO Joe Doliner5 years ago, Joe Doliner and his co-founder Joey Zwicker decided to focus on the hard problems in data science, rather than building just another dashboard on top of the existing mess. It's been a long road, but it's really payed off. Last year, after an adventurous journey from their seed round, they closed a $10m Series A led by Benchmark. In this episode, Erasmus Elsner is joined by Joe Doliner to explore what Pachyderm does and how it scaled from just an idea into a fast growing tech company.
Check out the Youtube version on: https://channel.s...
2019-11-0246 min
Data Engineering PodcastData Lineage For Your PipelinesSummary
Some problems in data are well defined and benefit from a ready-made set of tools. For everything else, there’s Pachyderm, the platform for data science that is built to scale. In this episode Joe Doliner, CEO and co-founder, explains how Pachyderm started as an attempt to make data provenance easier to track, how the platform is architected and used today, and examples of how the underlying principles manifest in the workflows of data engineers and data scientists as they collaborate on data projects. In addition to all of that he also shares his thoughts on th...
2019-05-2749 min
Practical AIPachyderm's Kubernetes-based infrastructure for AIJoe Doliner (JD) joined the show to talk about productionizing ML/AI with Pachyderm, an open source data science platform built on Kubernetes (k8s). We talked through the origins of Pachyderm, challenges associated with creating infrastructure for machine learning, and data and model versioning/provenance. He also walked us through a process for going from a Jupyter notebook to a production data pipeline.Sponsors:DigitalOcean – DigitalOcean is simplicity at scale. Whether your business is running one virtual machine or ten thousand, DigitalOcean gets out of your way so your team can build, de...
2018-12-0341 min
Machine Learning Archives - Software Engineering DailyGo Data Science with Daniel Whitenack
Data science is typically done by engineers writing code in Python, R, or another scripting language. Lots of engineers know these languages, and their ecosystems have great library support. But these languages have some issues around deployment, reproducibility, and other areas. The programming language Golang presents an appealing alternative for data scientists.
Daniel Whitenack transitioned from doing most of his data science work in Python to writing code in Golang. In this episode, Daniel explains the workflow of a data scientist and discusses why Go is useful. We also talk about the blurry line between...
2017-02-0956 min
Greatest Hits Archives - Software Engineering DailyReplacing Hadoop with Joe Doliner
“There are a lot more people who have the problem that Hadoop solves than there are people using Hadoop.”
Pachyderm is a containerized data analytics platform that seeks to replace Hadoop.
Joe Doliner is the Co-founder and CEO of Pachyderm. Previously he worked as a software engineer at RethinkDB and AirBnB.
Questions
Why are Hadoop and Zookeeper tightly coupled?
What are the problems with having to specify map reduce jobs as Java classes?
How does Pachyderm File System (PFS) compare to Git?
Who is using Pachyderm?
Is it an overall soci...
2015-10-121h 05