WHY IT MATTERS: Digital Transformation
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The essential guide to data lineage provides useful insights into an important topic in #BI and data analysis

The essential guide to data lineage provides useful insights into an important topic in #BI and data analysis | WHY IT MATTERS: Digital Transformation | Scoop.it

The core idea behind data lineage is the ability to fully understand how data flows from one place to another within the infrastructure that was built to house and process it. It seems like it should not be a difficult problem, but it is. In fact, it is a huge issue for organizations as they face 2022 and beyond. If organizations do not know where their data comes from or goes, they have uncontrolled environments that have risk on many different levels. Having uncontrolled data environments means that it is also very difficult to extract value from data, and data is the new oil or new gold. Organizations that cannot extract value from data stand a good chance of being outcompeted and replaced by organizations that can.

Farid Mheir's insight:

WHY IT MATTERS: short ebook that provides 6 great examples where data lineage is essential, for example to track how personally identifiable information is protected.

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6 foundational shifts to build a #data #architecture that drives innovation by @McKinsey is a great summary of how it should be done

6 foundational shifts to build a #data #architecture that drives innovation by @McKinsey is a great summary of how it should be done | WHY IT MATTERS: Digital Transformation | Scoop.it

An agile approach to overhauling data architecture improves speed, flexibility, and innovation.

Farid Mheir's insight:

WHY IT MATTERS: I agree with those 6 recommendations.

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Gartner Hype Cycle for Data Management, 2021

Gartner Hype Cycle for Data Management, 2021 | WHY IT MATTERS: Digital Transformation | Scoop.it

To succeed with data and analytics initiatives, enterprises need a comprehensive view of critical technology capabilities. We believe these Hype Cycles draw a holistic view of technologies — including the new addition of lakehouse architecture as a trigger, which can make data and analytics programs modern, broadly applied, richer in functionality and successful.

Get the report and gain insight into:
-Changes in this Hype Cycle — including the addition of Lakehouse
-The current state of data management maturity
-The Priority Matrix

Farid Mheir's insight:

WHY IT MATTERS: insights to remain buzzword compliant in the world of data management ;-)

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2021 Analytical Platforms Market Study highlights many of the key features and use case in #BI today

2021 Analytical Platforms Market Study highlights many of the key features and use case in #BI today | WHY IT MATTERS: Digital Transformation | Scoop.it

Business intelligence white papers on BI industry trends, and the latest BI and analytics analyst reports from Gartner, Dresner, BARC and Forrester.

Farid Mheir's insight:

WHY IT MATTERS: I am not big on surveys other than for the guidance they provide about how people actually use their systems. Here, the survey sheds light on many of the features and use cases in BI.

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Data Mesh Vs. Data Fabric: Understanding the Differences

Data Mesh Vs. Data Fabric: Understanding the Differences | WHY IT MATTERS: Digital Transformation | Scoop.it

At first glance, the data fabric and the data mesh concepts sound quite similar. Meshes are often made from a type of fabric, after all, and they are both malleable items that can be lain atop things–in this case, your IT systems that are subject to the ever-growing data crush.

But there are fundamental differences to these two approaches, so it’s worth taking some time to learn their differences.

Farid Mheir's insight:

WHY IT MATTERS: a great overview of 2 popular data architectures.

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Top Data and Analytics Trends for 2021 by @gartner feels like #mumbojumbo

Top Data and Analytics Trends for 2021 by @gartner feels like #mumbojumbo | WHY IT MATTERS: Digital Transformation | Scoop.it

Gartner Top 10 Data and Analytics Trends for 2021

Farid Mheir's insight:

WHY IT MATTERS: I find all these trends *very* theoretical, approaching mumbo-jumbo status, don't you?

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Brush up on buzzword compliance: Gartner Top Strategic #Technology #Trends for 2022

Brush up on buzzword compliance: Gartner Top Strategic #Technology #Trends for 2022 | WHY IT MATTERS: Digital Transformation | Scoop.it

12 technology trends that will help shape the future of digital business.

Farid Mheir's insight:

WHY IT MATTERS: this report from gartner review the top 12 buzzword you need to master for your geek xmas cocktail conversations ;-) As often with these, they are very generic and could end up being very difficult to implement. Nevertheless they point in the right direction, globally.

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6 fundamental shifts in data architecture to drive innovation- they look so simple yet they are very difficult to implement via @McKinsey

6 fundamental shifts in data architecture to drive innovation- they look so simple yet they are very difficult to implement via @McKinsey | WHY IT MATTERS: Digital Transformation | Scoop.it

An agile approach to overhauling data architecture improves speed, flexibility, and innovation.

Farid Mheir's insight:

WHY IT MATTERS: data is the fuel for digital transformation. Changing the data architecture of organizations to support real-time quality data requires a number of fundamental changes that often requires changes in infrastructure, legacy systems and more importantly, governance and user behavior.

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The Gartner 2020 Magic Quadrant for Data Science and #ML Platforms

The Gartner 2020 Magic Quadrant for Data Science and #ML Platforms | WHY IT MATTERS: Digital Transformation | Scoop.it

Expert data scientists and other professionals working in data science roles require capabilities to source data, build models and operationalize machine learning insights. Significant vendor growth, product development and myriad competing visions reflect a healthy market that is maturing rapidly.

Farid Mheir's insight:

WHY IT MATTERS: machine learning is all about data and data analysis so no surprise that data analysis tools are exploding these days. The quadrant is interesting to ID the big players but jump to the end of the report for a market analysis that is worth the read.

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Meet the #AI Landlord That’s Building a Single-Family-Home Empire using #BigData + #AI + #humans

Meet the #AI Landlord That’s Building a Single-Family-Home Empire using #BigData + #AI + #humans | WHY IT MATTERS: Digital Transformation | Scoop.it

Finding shabby abodes like these and making them respectable is the load-bearing wall of Amherst’s strategy. Amherst depends on humans to find cities, towns, and neighborhoods where fixer-uppers can become profitable, then relies on automation to pick individual homes. Negri, 31, heads the human team. He spends 150 days a year on the road overseeing Main Street ­Renewal’s operations from Atlanta to Denver, searching for “sweet spot” neighborhoods that combine affordable rents with a strong middle-income employment base.

Farid Mheir's insight:

WHY IT MATTERS: AI and big data applied to home improvement and renovation.

Jianda Jx's curator insight, July 12, 2019 7:18 AM
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3 Million #Instacart Orders, Open Sourced

3 Million #Instacart Orders, Open Sourced | WHY IT MATTERS: Digital Transformation | Scoop.it

Instacart is excited to announce our first public dataset release, “The Instacart Online Grocery Shopping Dataset 2017”. This anonymized dataset contains a sample of over 3 million grocery orders from more than 200,000 Instacart users.

For each user, we provide between 4 and 100 of their orders, with the sequence of products purchased in each order. We also provide the week and hour of day the order was placed, and a relative measure of time between orders.

 

Farid Mheir's insight:

WHY THIS IS IMPORTANT

In today's eCommerce world, winners do not limit themselves to building great catalogs and payment processing experience. They actively analyze data to understand customer behaviour, to provide them with exceptional information to speed-up their shopping experience, but also maybe make them buy more or more expensive products. This is a great example of such a data analysis by grocery shopping leader instacart. It provides amazing insights into grocery shopping but also has open sourced the data for others to benefit.

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Strava 170M rides&runs #Heatmap shows most popular #bike & #run trails of 2015 with #BigData #GPS #crowdsourcing

Strava 170M rides&runs #Heatmap shows most popular #bike & #run trails of 2015 with #BigData #GPS #crowdsourcing | WHY IT MATTERS: Digital Transformation | Scoop.it
100 million rides and runs, 220 billion data points visualizing the best roads and trails worldwide.
Farid Mheir's insight:

WHY THIS IS IMPORTANT

Big brother is watching and when it does you can gain tremendous insights into the behaviour of humans. I zoomed in on Montreal and the diagram is very clear about which run trails are most popular on the Mount Royal. On the dark side, of course, this means Strava performs some high level surveillance on us as we share our bike and run rides with their software.

Eric Hunter's curator insight, March 27, 2017 11:43 AM
Taking this beyond just being really cool, into value creating is the next challenge. Great #dataviz work!
 
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How #Palantir could help power #Trump's #extremeVetting of immigrants & what US gov knows about you 

How #Palantir could help power #Trump's #extremeVetting of immigrants & what US gov knows about you  | WHY IT MATTERS: Digital Transformation | Scoop.it
Training materials obtained by the Electronic Privacy Information Center show Palantir plays a role in a far-reaching customs system
Farid Mheir's insight:

Just follow the link to the 2012 report and find out what it means to cross reference different digital databases.

 

WHY THIS IS IMPORTANT

Our lives are digital and we leave digital exhaust behind us everywhere we go. This paper shows what the US government uses to put together a composite picture of your digital twin. For now, they plan to use this for border crossing but in the future - 10 or 20 years down the road - what will this info be used for? Also, knowing that military and very advanced technology always makes it into the corporate world, how will this be used by corporations? 

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