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Development Technology

Building a Smart Security Camera with Raspberry Pi Zero, Java and AWS • Mark West • GOTO 2018

This presentation was recorded at GOTO Copenhagen 2018. #gotocon #gotocph http://gotocph.com Mark West – Data Scientist by day, IoT Maker by night ABSTRACT A key advantage of the IoT is that it enables you to expand the potential of constrained devices by giving them access to the computational power of The Cloud. In this session […]

Development Technology

Understanding Object Detection with Haar Cascades & Histogram of Gradients – YoloX Model Deployment

Deep Learning Practice today has come a long way. Today it becomes inevitable apply Machine Learning without taking into consideration MLOps (Machine Learning Operations). In this course we will explain how computers store images and the basics of object detection. This video is part of this playlist: https://www.youtube.com/playlist?list=PL2L83ZcMO-5PZN8Ixp5y4wi6atPwbreVl Hi, You can use this Link to […]

Development Technology

Machine Learning from Development to Production at Instacart | Instacart

Get the slides: https://www.datacouncil.ai/talks/machine-learning-from-development-to-production-at-instacart?utm_source=youtube&utm_medium=social&utm_campaign=%20-%20DEC-SF-18%20Slides%20Download ABOUT THE TALK: As Instacart has grown from a single data scientist building linear models, to multiple teams building and maintaining dozens of bespoke models, to a more mature organization collaborating across multiple fields, we’ve learned a few things the hard way. We’re open sourcing our solutions as Lore. Common Problems: […]

Development Technology

Artificial Intelligence – Foundational Concepts For An AI Workflow

MIT Lincoln Laboratory provides an engaging look into the necessary building blocks for incorporating Artificial Intelligence (AI)/Machine Learning (ML) capabilities into operational workflows. The video describes an AI canonical architecture, explains general AI/ML concepts using various applications, and provides more specific insights via a notional example—designing a self-driving car. The video concludes by highlighting resources […]