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An Open Letter to Big Tech CFOs: Save the Internet Before You’re Forced

Dear Chief Financial Officers of tech giants, the internet is in crisis, and you can lead your organization to help solve the problem. You'll be well compensated, and you'll enjoy massive public relations benefits. I fear that if you don't, global governments will force your hand. There is a shortage of available IPv4 addresses but we are years away (possibly a decade or more) from IPv6 viability and adoption in North America. more

The Machine Learning Operations Tooling Landscape Expands to 300

Happy New Year! There is no scarcity of Machine Learning Operations products being introduced to the industry. Since June of 2020, over 84 new ML toolsets incorporating but not confined to All-in-One, data-pipeline, and model training applications were born. In this list of almost 300 MLOps tools, there are 180 startups. Out of these 180 startups, more than 60 raised capital in 2020, and about two-thirds are fixated on data-pipelines and modeling-training. more

Overcoming Obstacles to Full-Scale Business Intelligence Adoption in 2021

Data analytics isn't just for large organizations anymore. As businesses and community collectives increasingly move their operations into digital spaces, the vast amounts of data being collected pose an opportunity for them to get to know their stakeholders better. While the security implications of this migration are hard to be taken lightly, the potential for game-changing insights is likewise enormous.  more

The Next Green Initiative is Internet Sustainability

We are all aware of the pollution caused by burning coal and combusting oil. The results are obvious: exhaust spewing from vehicles, factories, and power plants. Many of us don't realize we are actively contributing to the unnecessary burning of energy (natural gas and coal in the US) to power the Internet. We wag our fingers at Internet Service Providers (ISPs) and data centers, but the fact is that our own organizations are wasting electricity every single hour out of ignorance or apathy. more

Protecting an Enterprise from Cyber Catastrophe

We are suffering an epidemic of cyberattacks while in a viral pandemic. This post is for those who have responsibility for assuring that the IT-based services offered by their enterprise can quickly recover in the case of successful cyber-attack or other disaster. University of Vermont Medical Center (UVMMC) is an excellent hospital. I owe my life to treatment there and am grateful for both the skill and the kindness of UVMMC staff. They have been devastated by a cyber-attack. more

Your AI Strategy Canvas: Part 1

As the final project of my UC Berkeley School of Information course in Artificial Intelligence strategies, we had to submit an AI strategy canvas. Today, I will attempt to share important aspects of the canvas, so you and your team may have a template to work from and consider. Let's begin. We will look at both a strategy and operations perspective both internally and externally. Part one will include Internal and Operational Strategies, while Part II will examine external processes, threats, and procedures. more

The Importance of the Emerging Data Trusts

I recently followed a webinar session organized by the University of Queensland on the factory of the future. Smart or not, the future will still need factories to make the stuff we humans use every day. One of the discussed questions included: "how will existing production models cope with the staggering and ongoing rate of digital disruption and advanced capabilities?" more

Defining KPIs to Measure the Success of Your AI Strategy

KPIs are industry-specific and should be aligned carefully with your AI strategy. My course at UC Berkeley drills down heavily on how to define success when implementing your AI strategy, and measurement, like anything else, is the top priority. One technique that can potentially be used in your organization as you embark on your AI strategy is to use the SMART method for KPIs. SMART stands for Specific, Measurable, Attainable, Relevant, and Time-Sensitive. more

Help Science Fight COVID-19

Many organizations and individuals are socially committed and voluntarily help the weak, the poor, and the sick. Others consider how they can contribute. Supporting organizations and individuals by starting an aid project, donating money, or providing human resources, can make a crucial difference. The corona crisis is a challenge for many, if not all. Scientists around the world are experimenting with cures and vaccines, and they need help. However, you don't have to be a virologist to help science fight COVID-19. more

Amazon Will Thrive After COVID-19

Amazon has already received a retail windfall, but their infrastructure will be more critical in the long run. My final exam this term will include a take-home question: How will COVID-19 affect the fortunes one of the major Internet companies - Apple, Google, Facebook, or Microsoft? I didn't include Amazon because they are an obvious winner. On December 30, 2019 Amazon stock was selling for $1,847.84 per share and on May 1, 2020 it was $2,286.04, a 23.7 percent increase. more