WHY IT MATTERS: Digital Transformation
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Found this specialized repository on @ModernDataStack - much better than generalist like capterra, g2crowd and the others, as this one is focussed on #data solutions

Found this specialized repository on @ModernDataStack - much better than generalist like capterra, g2crowd and the others, as this one is focussed on #data solutions | WHY IT MATTERS: Digital Transformation | Scoop.it

Here’s a list of categories that are the key pillars to today’s Modern Data Stack. Inside each, you’ll find the most popular companies within that category.

Farid Mheir's insight:

WHY IT MATTERS: love it when I find repositories like this modern data stack. They focus on the various data and BI solutions out there, bring analysis and real data stacks. MUCH better than the generalist crowd sourced places like g2crowd, capterra and the others that turn up high on google results but fail to deliver much value (they are the equivalent of who screams loudest).

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Do you know the difference between #dataAnalyst, #dataScientist, #dataEngineer and #MLEngineer, 4 key roles In #DataScience?

Do you know the difference between #dataAnalyst, #dataScientist, #dataEngineer and #MLEngineer, 4 key roles In #DataScience? | WHY IT MATTERS: Digital Transformation | Scoop.it

The field of data science is continuously growing, subsequently, there are a ton of career roles available for one to choose from within the data science domain. This blog lists down some of the most emerging career options in data science one can opt for.

Farid Mheir's insight:

WHY IT MATTERS: a good explanation of the difference between 4 key roles in data science.

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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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Harnessing the power of external #data by @McKinsey is good reminder that it is easier than ever to leverage data from outside - like weather, demographics, ... to enhance your own data & analytics

Harnessing the power of external #data by @McKinsey is good reminder that it is easier than ever to leverage data from outside - like weather, demographics, ... to enhance your own data & analytics | WHY IT MATTERS: Digital Transformation | Scoop.it

Few organizations take full advantage of data generated outside their walls. A well-structured plan for using external data can provide a competitive edge.

Farid Mheir's insight:

WHY IT MATTERS: after you're done enabling analysis of your internal data - from eCommerce, ERP, etc. - you should look at external data - weather, demographics, etc. - to provide context and generate useful insights.

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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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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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Outstanding study on #IA market in Montreal via @TechnoCompetence provides key stats + detailed description of 19 roles

Outstanding study on #IA market in Montreal via @TechnoCompetence provides key stats + detailed description of 19 roles | WHY IT MATTERS: Digital Transformation | Scoop.it

Dans ce profil, vous trouverez :

  1. Une revue historique de la position du Québec en matière d’intelligence artificielle;
  2. Une définition de la main-d’œuvre du secteur;
  3. Un portrait global de l’emploi ;
  4. Une taxonomie des métiers de l’intelligence numérique – que nous définissons comme étant la main-d’œuvre spécialisée en intelligence artificielle ainsi que les métiers périphériques essentiels reliés ;
  5. Des fiches métiers traitant de l’estimation du bassin de talents et incluant de multiples informations spécifiques salaires, tâches principales, référentiel de compétences techniques et transversales);
  6. Une répartition industrielle des métiers de l’intelligence numérique
  7. Un portrait de la demande de compétences et de la formation, incluant les forces et défis concernant ce profil  de talents qui change à une vitesse déstabilisante.
  8. L’ensemble de nos données sur l’utilisation des outils numériques, sous la forme de matrices Emploi/Outils numériques et technologies, en annexe du document.
Farid Mheir's insight:

WHY IT MATTERS: an detailed study of the job market in artificial intelligence and machine learning in Montreal. Along with stats and definitions, it defines and details 19 job descriptions that are related to AI. A reference to keep.

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The overwhelming majority of households plan to keep paying for their shopping program memberships over the next year; many of the programs will retain 85% or more of their memberships

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"Everything that should be happening over a five-, 10-year period is happening now," said Pete Madden, a director with AlixPartners. "It's a rethink, it's expensive, and it's on top of expense that has already happened."

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The Definitive Guide to Customer Data Platforms provides useful use cases and best practices for #CDP selection and implementation | WHY IT MATTERS: Digital Transformation | Scoop.it

In our in-depth playbook, we cover everything you need to know about:
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Farid Mheir's insight:

WHY IT MATTERS: CDPs are maturing fast and should be considered first in organizations that look at centralizing the customer data.

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Can Apple change ads the way it changed music and games? —

Can Apple change ads the way it changed music and games? — | WHY IT MATTERS: Digital Transformation | Scoop.it

20 years ago Apple seized music, and turned it into a lever for its broader business. It failed to do the same to TV, and lost control of music, but won massively in games, where it now makes more money than the entire global digital music industry. Now, perhaps, it’s looking at advertising.

Farid Mheir's insight:

WHY IT MATTERS: the end of 3rd party cookies will impact advertising the most. This chart highlights the 50% of revenues that go to different players (including 15% unknown!). What irritates me most is the 7% to agencies that, unfortunately, seem to do very little to earn that amount in my experience...

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Building a Data Platform in 2021 is not very different than in the past but the solutions are much different...

Building a Data Platform in 2021 is not very different than in the past but the solutions are much different... | WHY IT MATTERS: Digital Transformation | Scoop.it

How to build a modern, scalable data platform to power your analytics and data science projects.

Farid Mheir's insight:

WHY IT MATTERS: many good links of products and solutions for modern data architectures.

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Enterprise #DataFabric Q2 2020 @Forrester Wave highlights that data is now "virtual", generated in multiple locations but brought together in very dynamic #cloud environments

Enterprise #DataFabric Q2 2020 @Forrester Wave highlights that data is now "virtual", generated in multiple locations but brought together in very dynamic #cloud environments | WHY IT MATTERS: Digital Transformation | Scoop.it

Data fabric is a hot, emerging market that delivers a unified, intelligent, and integrated end-to-end platform to support new and emerging use cases. The sweet spot is its ability to deliver use cases quickly by leveraging innovation in dynamic integration, distributed and multicloud architectures, graph engines, and distributed in-memory and persistent memory platforms. Data fabric focuses on automating the process integration, transformation, preparation, curation, security, governance, and orchestration to enable analytics and insights quickly for business success. It minimizes complexity by automating processes, workflows, and pipelines, generating code and streamlining data to accelerate various use cases such as customer 360, data science, fraud detection, internet-of-things (IoT) analytics, risk analytics, and healthcare insights.

Farid Mheir's insight:

WHY IT MATTERS: the net net of this report is that you should move all your data to the cloud and leverage very nimble solutions to aggregate, consolidate and massage data.

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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 impact of #covid #coronavirus on #eCommerce: Top 100 Fastest Growing & Declining Categories in E-commerce #noSurprise via @umlaut21 @ChristianDion

the impact of #covid #coronavirus on #eCommerce: Top 100 Fastest Growing & Declining Categories in E-commerce #noSurprise via @umlaut21 @ChristianDion | WHY IT MATTERS: Digital Transformation | Scoop.it

A recap of the Top 100 fastest growing & declining categories in March 2020 vs. March 2019

Farid Mheir's insight:

WHY IT MATTERS: eCommerce is one of the big winner of the c19 crisis. Data is starting to pour in...

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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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If data is the new oil, this is the gas station: Discovering millions of datasets on the web, Google creates a search engine to discover them all - an essential component for #AI but great for web ...

If data is the new oil, this is the gas station: Discovering millions of datasets on the web, Google creates a search engine to discover them all - an essential component for #AI but great for web ... | WHY IT MATTERS: Digital Transformation | Scoop.it

Dataset Search launches publicly with an index of 25 million datasets, helping scientists, journalists, students, data geeks to find data.

Dataset Search also gives us a snapshot of the data out there on the Web. Here are a few highlights. The largest topics that the datasets cover are geosciences, biology, and agriculture. The majority of governments in the world publish their data and describe it with schema.org. The United States leads in the number of open government datasets available, with more than 2 million. And the most popular data formats? Tables–you can find more than 6 million of them on Dataset Search.

Farid Mheir's insight:

WHY IT MATTERS: data is the new oil. This thing is a gas station. Use it.

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This "Internet" thing may have a future after all... ;-) Have a look at the data behind the adoption of #Internet tools and technologies in the last 20 years and extrapolate what #AI #IOT #AR #VR w...

This "Internet" thing may have a future after all... ;-) Have a look at the data behind the adoption of #Internet tools and technologies in the last 20 years and extrapolate what #AI #IOT #AR #VR w... | WHY IT MATTERS: Digital Transformation | Scoop.it

The internet has changed the way we work, interact and learn with others across the world. How many people in the world are online, and how has this changed over time? Explore global and country-level data on internet access and technology.

Farid Mheir's insight:

WHY IT MATTERS: we take it for granted because 90% of the population in Canada has access to the Internet. This summary of facts about Internet adoption should make us all realize that: 1) the growth has been very fast 2) not everyone in the world has the same chance 3) newer technologies based on Artificial Intelligence, Internet of Things and soon AR/VR will leverage this infrastructure to deliver even more transformation

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The Ultimate List of #BI Tools and #Visualization Dashboards via @blendo

The Ultimate List of #BI Tools and #Visualization Dashboards via @blendo | WHY IT MATTERS: Digital Transformation | Scoop.it

The most recent version of the dashboards and Business Intelligence tools list. Start here to understand the BI landscape, browse options and understand pricing.

Farid Mheir's insight:

WHY IT MATTERS: this reference of BI tools is quite impressive in its breadth and depth. Very useful.

freebme013@gmail.com's curator insight, November 17, 2019 1:42 PM
BI Tools are the wave of the future.
Curated by Farid Mheir
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