Post covers challenges organizations face when trying to operationalize ML and how best to move from experimentation into production. Written for business executives and IT leaders, also applicable to technical resources challenged with creating, supporting or using production-grade artificial intelligence and machine learning platforms.

Background

In my roles as a customer…

This post covers how Uber builds, scales and organizes around it’s AI/ML platform using Uber’s “Scaling Machine Learning at Uber with Michelangelo” article from November 2018 (link). …

This post covers how Facebook builds and scales AI/ML platforms using the March 2018 Scaled Machine Learning Conference session given by Yangqing Jia, Facebook’s Director of AI Infrastructure (link). …

With a plethora of complex tools for machine learning, I want to introduce a company looking to democratize artificial intelligence, making machine learning simple and ubiquitous for all.

Introduction

Artificial Intelligence…at this point you know that it is the wave of the future, going to make you very rich if you…

Part 2 of my benefits of virtualizing big data workloads with VMware technologies series. Part 2 continues Part 1’s reasons to consider big data on VMware and gives a conclusion as to whether big data on VMware is right for you.

Disclaimer: VMware hasn’t paid me or asked me to…

Part 1 of my benefits of virtualizing big data workloads with VMware technologies series. This part covers a quick intro to VMware, their upcoming initiatives and some reasons to consider running big data on vmware.

Disclaimer: VMware hasn’t paid me or asked me to publish this article and all thoughts…

Part 1 of a 2 part series on how edge computing will have an increasingly important role in an enterprise’s cloud & digital transformation strategy. …

Part 2 of how edge computing will have an increasingly important role in an enterprise’s cloud & digital transformation strategy along with the criteria that drives businesses to adopt an edge strategy and common use cases across industries.

Introduction

I n part 1 we discussed how data generation rates are moving…

Digging into FPGAs and how they are being utilized in the cloud.

FPGAs have been around since the 1980s but are having a resurgence as of recent. In the past year, most of the major cloud providers like Amazon, Microsoft, Aliyun, Baidu and Huawei have announced FGPA offerings. Why all of the sudden interest in FPGAs? …

Digging into FPGAs and how they are being utilized in the cloud.

FPGAs have been around since the 1980s but are having a resurgence as of recent. In the past year, most of the major cloud providers like Amazon, Microsoft, Aliyun, Baidu and Huawei have announced FGPA offerings. Why all of the sudden interest in FPGAs? This is a continuation from Part…

Jamal Robinson

Enterprise technologist with experience across cloud, artificial intelligence, machine learning, big-data and other cool technologies.

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