The potential of artificial intelligence (AI) and machine learning (ML) seems almost unbounded in its ability to derive and drive new sources of customer, product, service, operational, environmental, and societal value. If your organization is to compete in the economy of the future, then AI must be at the core of your business operations.
A study by Kearney titled “The Impact of Analytics in 2020” highlights the untapped profitability and business impact for organizations looking for justification to accelerate their data science (AI / ML) and data management investments:
Explorers could improve profitability by 20% if they were as effective as Leaders Followers could improve profitability by 55% if they were as effective as Leaders Laggards could improve profitability by 81% if they were as effective as Leaders
The business, operational, and societal impacts could be staggering except for one significant organizational challenge—data. No one less than the godfather of AI, Andrew Ng, has noted the impediment of data and data management in empowering organizations and society in realizing the potential of AI and ML:
“The model and the code for many applications are basically a solved problem. Now that the models have advanced to a certain point, we’ve got to make the data work as well.” — Andrew Ng
Data is the heart of training AI and ML models. And high-quality, trusted data orchestrated through highly efficient and scalable pipelines means that AI can enable these compelling business and operational outcomes. Just like a healthy heart needs oxygen and reliable blood flow, so too is a steady stream of cleansed, accurate, enriched, and trusted data important to the AI / ML engines.
For example, one CIO has a team of 500 data engineers managing over 15,000 extract, transform, and load (ETL) jobs that are responsible for acquiring, moving, aggregating, standardizing, and aligning data across 100s of special-purpose data repositories (data marts, data warehouses, data lakes, and data lakehouses). They’re performing these tasks in the organization’s operational and customer-facing systems under ridiculously tight service level agreements (SLAs) to support their growing number of diverse data consumers. It seems Rube Goldberg certainly must have become a data architect (Figure 1).
Figure 1: Rube Goldberg data architecture
Reducing the debilitating spaghetti architecture structures of one-off, special-purpose, static ETL programs to move, cleanse, align, and transform data is greatly inhibiting the “time to insights” necessary for organizations to fully exploit the unique economic characteristics of data, the “world’s most valuable resource” according to The Economist.
Emergence of intelligent data pipelines
The purpose of a data pipeline is to automate and scale common and repetitive data acquisition, transformation, movement, and integration tasks. A properly constructed data pipeline strategy can accelerate and automate the processing associated with gathering, cleansing, transforming, enriching, and moving data to downstream systems and applications. As the volume, variety, and velocity of data continue to grow, the need for data pipelines that can linearly scale within cloud and hybrid cloud environments is becoming increasingly critical to the operations of a business.
A data pipeline refers to a set of data processing activities that integrates both operational and business logic to perform advanced sourcing, transformation, and loading of data. A data pipeline can run on either a scheduled basis, in real time (streaming), or be triggered by a predetermined rule or set of conditions.
Additionally, logic and algorithms can be built into a data
By: Bill Schmarzo
Title: Evolution of intelligent data pipelines
Sourced From: www.technologyreview.com/2021/12/06/1040716/evolution-of-intelligent-data-pipelines/
Published Date: Mon, 06 Dec 2021 15:44:00 +0000
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LATAM crypto exchange Bitso and FMF launch NFT of Mexico’s National Team jerseys
Bitso, a leading cryptocurrency platform operating in Latin America, and the Mexican Football Federation (FMF), today announced the joint launch of the first collectible NFT of the Mexico National Team’s jerseys that was acquired in cryptocurrencies.
This morning through their social media platforms, the FMF and Bitso announced the opportunity to acquire the new official National Team fan jerseys ahead of the team’s participation in the 2022 World Cup. In just 20 minutes, the entire collection sold out.
The NFTs of the jerseys have an exclusive design for the metaverse – each is unique on the blockchain and can be resold by its owner in subsequent transactions.
The collection consisted of 100 official physical jerseys, each with a corresponding NFT version of the jersey that fans’ avatars can wear within the Decentraland metaverse. Each physical and NFT jersey set sold for the equivalent of $1,800 MXN in ethers.
“Our mission is to make cryptocurrency useful in the everyday life of Mexicans; we are committed to spreading the technology through innovative opportunities that help people throughout the country familiarize themselves with this new world. We are very excited to offer the incredible, historic opportunity for the fans of our National Team so that through their Bitso account, they can wear the colors of the National Team on and ‘off’ the field in the metaverse.”
– Bárbara González Briseño, General Director of Bitso México
Created by Bitso, the virtual jersey sports the official colors of Mexico and the new National Team shield, characteristics that will make it stand out when users wear it in the virtual world of Decentraland.
The post LATAM crypto exchange Bitso and FMF launch NFT of Mexico’s National Team jerseys appeared first on CryptoNinjas.
Title: LATAM crypto exchange Bitso and FMF launch NFT of Mexico’s National Team jerseys
Sourced From: www.cryptoninjas.net/2022/07/29/latam-crypto-exchange-bitso-and-fmf-launch-nft-of-mexicos-national-team-jerseys/
Published Date: Fri, 29 Jul 2022 15:19:02 +0000
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Long-running crypto exchange EXMO unveils “lively” rebrand amidst growth
EXMO, a crypto exchange platform operating since 2014, announced this week a rebranded visual identity with includes a new logo, brand colors, and design features. This new branding comes as EXMO continues to grow its crypto platform while also seeking to expand its presence in other jurisdictions.
Some new developments underway at EXMO:
Soon, users will be able to earn passive income from EXMO’s new staking platform.Plans to launch an EXMO crypto debit card.Expansion of its services in international markets with the opening of offices in Poland and Lithuania.
EXMO’s new logo
The rationale for the re-brand:
“At EXMO, we have a vision of a world where crypto is in every wallet. Hassle-free. We want to achieve this by making crypto as simple and accessible to everyone as possible. And we know that you already appreciate EXMO for offering user-friendly services and helpful support. Also for the opportunity to trade anywhere and anytime, closing deals in just a few taps. Such important changes required a rethinking of our corporate style, which has long needed a massive upgrade. So today we are introducing a new brand identity for EXMO with a completely new visual concept. We are launching a new logo, brand colors, and design elements. Our key design principles are simplicity, boldness, and a pinch of fun. But most importantly, we have changed our logo. Simple and easily recognizable, it represents the humanity of our brand. The logo stands out due to the wavy letter ‘m’ which symbolizes exchange rate charts and also resembles a spring that will launch you into the crypto world.”
– The EXMO Team regarding the re-branding
The post Long-running crypto exchange EXMO unveils “lively” rebrand amidst growth appeared first on CryptoNinjas.
Title: Long-running crypto exchange EXMO unveils “lively” rebrand amidst growth
Sourced From: www.cryptoninjas.net/2022/07/26/long-running-crypto-exchange-exmo-unveils-lively-rebrand-amidst-growth/
Published Date: Tue, 26 Jul 2022 08:10:38 +0000
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Stitching together the grid will save lives as extreme weather worsens
The blistering heat waves that set temperature records across much of the US in recent days have strained electricity systems, threatening to knock out power in vulnerable regions of the country.
The electricity has largely stayed online so far this summer, but there have been scattered problems and close calls already.
Heavy use of energy-sucking air-conditioners is the biggest problem. But intense heat can also reduce the output of power plants, blow transformers, and force power lines to sag. Severe droughts across large parts of the country have also significantly reduced the availability of hydroelectric power, according to the North American Electric Reliability Corporation (NERC).
It’s unlikely to get better soon. A number of grid operators may struggle to meet peak summer demand, creating the risk of rolling blackouts, the NERC report notes.
The nation’s isolated and antiquated grids are in desperate need of upgrades to keep the lights, heat, and air-conditioning on in the midst of extreme weather events that climate change is making more common, severe, and dangerous. One clear way to ease many of these issues is to more tightly integrate the country’s regional grids, stitching them together with more long-range transmission lines.
If electricity generated in one area can be more easily shared across much wider regions, power can simply flow to where it’s needed at those moments when customers crank up air-conditioners en masse, or when power plants or fuel supply lines fail amid soaring temperatures, wildfires, hurricanes, or other events, says Liza Reed, a research manager focused on transmission at the Niskanen Center, a Washington, DC, think tank.
The problem is it’s proved difficult to build more long-range transmission and grid interconnections for a variety of reasons, including the permitting challenges of erecting wires through private and public lands across cities, counties, and states and the reluctance of local authorities to forfeit control or submit to greater federal oversight.
The case of Texas
The unreliability of the US grid is not a new problem. Severe heat and winter storms have repeatedly exposed the frailty of electricity systems in recent years, leaving thousands to millions of people without power as temperatures spiked or plunged.
One of the fundamental challenges is that the grids today are highly fragmented. There are three main electricity networks within the US: the Eastern Grid, the Western Grid, and the Electric Reliability Council of Texas (ERCOT). But there are numerous regional transmission organizations within those first two systems, including the California Independent System Operator, Southwest Power Pool, PJM Interconnection, New York ISO, and more.
These grids form a complex web of networks operating under different regulators, rules and market structures, and often with limited connections between them.
A variety of regional transmission organizations oversee different parts of the nation’s aging and fragmented grids, which operate under different rules and with often limited connections between them.
ERCOT is especially isolated, in part because of the desire among local politicians, citizens, and power companies to avoid added competition, the hassle of following other states’ rules, and oversight from the Federal Energy Regulatory Commission (FERC). But the state offers a case study in why that can be a serious problem amid increasingly harsh climate conditions, Reed says.
The Texas grid operator pleaded with customers several times earlier this month to cut electricity use as blistering summer temperatures created demand surges that threatened to outstrip supply and require rolling blackouts. Low wind conditions, cloud cover, and outages at fossil-fuel power plants added to the strains.
Shutting off the electricity needed to run air-conditioning in triple-digit temperatures
By: James Temple
Title: Stitching together the grid will save lives as extreme weather worsens
Sourced From: www.technologyreview.com/2022/07/28/1056483/stitching-together-the-grid-will-save-lives-as-extreme-weather-worsens/
Published Date: Thu, 28 Jul 2022 08:00:00 +0000
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