deepsense.io is a part of CodiLime - Ranked #2 In Deloitte’s Technology Fast 50 Rising Stars 2015 and 2016.
deepsense.io creates deep learning solutions for enterprises. Data science is our core speciality. We offer a wide range of services, from data analytics and software engineering consulting to outsourcing and end-to-end custom software solutions.
Our team loves to share their knowledge and expertise. That's why we run corporate machine learning & Big Data workshops. Our intensive training programs are fully customizable in terms of time, place and content.
As data scientists, we struggle with many issues as buggy data, too small data sets, a hilarious number of experiments to run at the same time. It’s not easy to efficiently manage and monitor data science experiments. During this talk, we will share our experience and knowledge in the area.
The presentation will start with a brief description of a popular workflow for many data science projects. Next, common problems with running such projects will be described. The main part of the presentation will be a live demo of Neptune - the machine learning platform that helps data scientists efficiently manage and monitor experiments and projects.
Neptune is a solution that we started in deepsense.io for an internal, machine learning team use. In October 2016, we decided to open Neptune for the wider public by starting EarlyAdopters Program. We work on additional features constantly.
What the audience will learn:
● About popular, data science workflow
● Good practices at data science experiment’s and processes management
● Challenges at data science experiment’s and processes management
● About Neptune - the machine learning platform that helps data scientists efficiently manage and monitor experiments and projects
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Neptune - one platform to rule them all: Manage and monitor your data science experiments.
Błażej Osiński is a Data Scientist at deepsense.io. He holds masters degree in Computer Science from the University of Warsaw. Prior to deepsense.io, he worked as a software engineer at Google and Facebook.