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Q&A: Douglas Hofstadter on why AI is far from intelligent

Q&A: Douglas Hofstadter on why AI is far from intelligent | Enterprise Analytics | Scoop.it
The field of artificial intelligence may finally be coming back around to Douglas Hofstadter. Since winning a Pulitzer Prize in nonfiction for his 1979 book Gödel, Escher, Bach: an Eternal Golden Braid, Hofstadter, 72, has been quietly thinking about thinking, and how we might get computers to do it. In the early days o
Deborah Cooper's insight:
Hofstadter discusses how AI falls short in understanding and communicating with a complex world.
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The Humans Working Behind the AI Curtain

The Humans Working Behind the AI Curtain | Enterprise Analytics | Scoop.it
The dirty little secret of automation is that people make it possible.
Deborah Cooper's insight:
Read on for how this plays out for several well-known implementations.
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district0x

district0x | Enterprise Analytics | Scoop.it
A network of decentralized markets and communities. Create, operate, and govern. Powered by Ethereum, Aragon, and IPFS.
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Measuring KPIs for a Platform vs a Revenue-Generating Product - Mind the Product

Measuring KPIs for a Platform vs a Revenue-Generating Product - Mind the Product | Enterprise Analytics | Scoop.it
There are some important differences between managing a solutions vs a platform product, in terms of providing product value (I wrote about becoming a platform Product Manager recently for Mind the Product). One of the key differences is how you determine and track valuable key performance indicators (KPIs). What are KPIs and how do you [...]Rea
Deborah Cooper's insight:
Aligning analytics with platform strategy.
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What If The Data Science “Skills Gap” Is Just A Hiring Hot Mess?

What If The Data Science “Skills Gap” Is Just A Hiring Hot Mess? | Enterprise Analytics | Scoop.it
One veteran data scientist explains why asking for advanced degrees and X years of experience is creating artificial scarcity.
Deborah Cooper's insight:
"Clarity around how data science and machine learning solve business problems is a lot less plentiful. If you ask me, that’s the real skills gap."
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How Women Are Shaping The Big Data Revolution

How Women Are Shaping The Big Data Revolution | Enterprise Analytics | Scoop.it
Increasingly, women executives are being called upon to take the lead in shaping the critical business functions that are most necessary to ensuring business value from Big Data and analytics investments.
Deborah Cooper's insight:
Where are the women in Data Science? Read on...
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The eigenvector of "Why we moved from language X to language Y" · Erik Bernhardsson

The eigenvector of "Why we moved from language X to language Y" · Erik Bernhardsson | Enterprise Analytics | Scoop.it
I was reading yet another blog post titled “Why our team moved from to " (I forgot which one) and I started wondering if you can generalize it a bit. Is it possible to generate a N * N contingency table of moving from language X to language Y?
Deborah Cooper's insight:
Development trends on programming languages and platforms.
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The New Frontier: Lisa Daniels on the Challenges — and Opportunities — of Building an Analytics Strategy

The New Frontier: Lisa Daniels on the Challenges — and Opportunities — of Building an Analytics Strategy | Enterprise Analytics | Scoop.it
The assistant vice president for analytics at Excelsior College explains the value of training and the importance of diverse skills.
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Capital Women: 9 Gender Lens Investors to Know About - Inside Philanthropy - Inside Philanthropy

Capital Women: 9 Gender Lens Investors to Know About - Inside Philanthropy - Inside Philanthropy | Enterprise Analytics | Scoop.it
The inside scoop on foundations and individual donors. Learn who's giving to what causes and how to get funding.
Deborah Cooper's insight:
Profiles of leaders in gender lens investing.
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FIBO Marches Forward: A Look Inside State Street's FIBO Proof of Concept

FIBO Marches Forward: A Look Inside State Street's FIBO Proof of Concept | Enterprise Analytics | Scoop.it
State Street has completed its proof of concept for FIBO—a conceptual ontology designed to define financial industry terms, definitions and synonyms. The proof was successful, but there is still a long way to go before its wider industry adoption.,Industry Issues & Initiatives,Reference Data & Data Management,Market Data & Data Analytics ,Tech,Financial Industry Business Ontology (FIBO),Waters Premium,State Street,EDM Council,Dun & Bradstreet
Deborah Cooper's insight:
State Street kicks the tires on the Financial Industry Business Ontology (FIBO), using the Anzo platform from Cambridge Semantics.
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Out on a LIMS®: The Blog For People Who Risk Life and LIMS™ on a Daily Basis

Out on a LIMS®: The Blog For People Who Risk Life and LIMS™ on a Daily Basis | Enterprise Analytics | Scoop.it
LIMS / Laboratory Informatics
Deborah Cooper's insight:
Gloria Metrick has been providing this resource on LIMS for many years, and has a great sense of humor on the topic.
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6 Stages of Digital Transformation [Research]

6 Stages of Digital Transformation [Research] | Enterprise Analytics | Scoop.it
Deborah Cooper's insight:
Research on Digital Transformation, shared 5/18/16 @mitcio
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EDM COUNCIL: EDM Council - Enterprise Data Management

EDM COUNCIL: EDM Council - Enterprise Data Management | Enterprise Analytics | Scoop.it
Deborah Cooper's insight:
Enterprise Data Management Council focuses on financial services and supports best practices and reference data for the industry.
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What Happens When you Data Mine 2 million Fundamental Quant Strategies

What Happens When you Data Mine 2 million Fundamental Quant Strategies | Enterprise Analytics | Scoop.it
As we have mentioned before, here, here and here, there is overwhelming evidence that the number of stock anomalies in the universe is much lower than originally thought. Most of the previous research papers attempt to filter out past anomalies in the literature (generally over 300+) by applying more stringent standards, such as
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The second most important metric for every company – Gokul Rajaram – Medium

The second most important metric for every company – Gokul Rajaram – Medium | Enterprise Analytics | Scoop.it
It is the North Star Metric (NSM), which Sean Ellis elegantly defines as the “single metric that best captures the core value that your product delivers to customers.” Facebook’s NSM is Daily Active…
Deborah Cooper's insight:
Great tips on making sure that your company's growth is smart growth.
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Smarter regulation for the sharing economy

Smarter regulation for the sharing economy | Enterprise Analytics | Scoop.it
We need to rethink our notion of the sharing economy in order to make better regulation.
Deborah Cooper's insight:
"The risk of monopoly in the sharing economy is a real one.... Most of all, the ownership of data generated by users through use of sharing platforms should be a major issue of regulatory concern."
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Launching businesses in the platform economy

Launching businesses in the platform economy | Enterprise Analytics | Scoop.it
From music to the news, taxis to merchandise and accommodation to food deliveries, platforms are at the apex of the economy
Deborah Cooper's insight:
Platforms represent a powerful way for participants in the value chain to collaborate, sharing data and other resources.
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What’s your ML test score? A rubric for ML production systems

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QA for ML-- How to evaluate that fancy machine learning deployment that your team put together...
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How to build up a data team (everything I ever learned about recruiting) · Erik Bernhardsson

During my time at Spotify, I’ve reviewed thousands of resumes and interviewed hundreds of people. Lots of them were rejected but lots of them also got offers. Finally, I’ve also had my share of offers rejected by the candidate.

Recruiting is one of those things where the Dunning-Kruger effect is the most pronounced: the more you do it, the more you realize how bad you are at it. Every time I look back a year, I realize 10 things I did wrong. Extrapolating this, I know in another year I’ll realize all the stupid mistakes I’m doing right now. Anyway, that being said, here are some things I learned from recruiting.
Deborah Cooper's insight:
Great tips on building a data team from an alum of Spotify.
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Overstock Begins Trading Its Shares Via the Bitcoin Blockchain

Overstock Begins Trading Its Shares Via the Bitcoin Blockchain | Enterprise Analytics | Scoop.it
Outspoken Overstock CEO Patrick Bryne delivers the stock market's "Sputnik moment."
Deborah Cooper's insight:
The future of crowdfunding, via blockchain.
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Impact Investing – From Ideas to Practice, Pilots to Strategy

Impact Investing – From Ideas to Practice, Pilots to Strategy | Enterprise Analytics | Scoop.it
From Ideas to Practice, Pilots to Strategy is both an attempt – and an opportunity – to disseminate the best practices and lessons learned from the first movers, early adopters and bold innovators in the field of impact investing, with the goal of further advancing the sector.
Deborah Cooper's insight:
Fascinating overview of the emerging field of impact investing.
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UPDATE: Former Etsy CTO is joining the prescription drug marketplace, Blink Health

UPDATE: Former Etsy CTO is joining the prescription drug marketplace, Blink Health | Enterprise Analytics | Scoop.it

Former Etsy chief technology officer Kellan Elliott-McCrea, is heading over to Blink Health, a company that's using technology to create a marketplace for..

Deborah Cooper's insight:
I enjoy reading Kellan Elliott-McCrea's thoughts on creating culture and technology change management. I look forward to seeing the impact he will have on healthcare.
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Bridging Business Model Canvas and Business Architecture

Bridging Business Model Canvas and Business Architecture | Enterprise Analytics | Scoop.it
Read this article entitled "Bridging Business Model Canvas and Business Architecture" written by Daniel Lambert
Deborah Cooper's insight:
Is your infrastructure aligned with your strategy? Here are some tools to get you there.
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Open Data Science Jobs, Talks & Blogs - ODSC

Get the latest in data science jobs, talks & blogs all right here. Learn the newest tools, topics and languages driving the world of data science.
Deborah Cooper's insight:
Open Data Science-- bulletin board for sharing news, talks, and events about data science. The organization also hosts several regional conferences.
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Federal and Massachusetts Exemptions for Securities Crowdfunding

Federal and Massachusetts Exemptions for Securities Crowdfunding | Enterprise Analytics | Scoop.it
The SEC’s new Regulation Crowdfunding,[2] which takes effect on May 16, 2016
Deborah Cooper's insight:
New SEC crowdfunding rules take effect today, 5/16/16.
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