WHY IT MATTERS: Digital Transformation
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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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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.

marian's curator insight, October 16, 2021 7:41 AM

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COVID-19 Data Lake on AWS by C3.ai is a collection of 22 databases of health information that shows the importance of data consolidation

COVID-19 Data Lake on AWS by C3.ai is a collection of 22 databases of health information that shows the importance of data consolidation | WHY IT MATTERS: Digital Transformation | Scoop.it

The C3.ai COVID-19 Data Lake uniquely integrates multiple data sources in a unified data model, ready for analysis – not just a list of links or a collection of data sets. Stop wasting time wrangling data and focus instead on generating insights. Access data at no charge with any utility that supports RESTful APIs.

Farid Mheir's insight:

WHY IT MATTERS: c3.ai has spent one month consolidating the health data on covid-19 into a massive data lake accessible by all on AWS to help AI research and other investigations.

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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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6 Technologies on the Gartner Hype Cycle for Digital marketing and Advertising to prioritize in your marketing technology investments 

6 Technologies on the Gartner Hype Cycle for Digital marketing and Advertising to prioritize in your marketing technology investments  | WHY IT MATTERS: Digital Transformation | Scoop.it

Use the 2019 Gartner Hype Cycle for Digital Marketing and Advertising to prioritize your marketing technology investments.

Farid Mheir's insight:

WHY IT MATTERS: Gartner recommends that marketers prioritize the following 6 tech this year. Do you?
1- Customer data platform (CDP)
2- Artificial intelligence for marketing
3- Blockchain for advertising
4- Real-time marketing
5- Multitouch attribution
6- Conversational marketing

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Preparing and Architecting for Machine Learning describes @Gartner reference architecture for an ML data processing flow #AI #ML Data

Preparing and Architecting for Machine Learning describes @Gartner reference architecture for an ML data processing flow #AI #ML Data | WHY IT MATTERS: Digital Transformation | Scoop.it

Machine learning continues to gain traction in digital businesses, and technical professionals must embrace it as a tool for creating operational efficiencies. This updated primer discusses the benefits and pitfalls of machine learning, architecture updates, and new roles and responsibilities.

Farid Mheir's insight:

WHY IT MATTERS: this report from Gartner surprisingly is very useful as it provides a framework and target reference architecture for machine learning and AI. Very well done and useful. The link is for 2018 update but the original 2017 report is available for free here: https://www.gartner.com/binaries/content/assets/events/keywords/catalyst/catus8/preparing_and_architecting_for_machine_learning.pdf

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Is Your Company’s Data Ready for #MachineLearning? is a bit misleading video that provides a decent overview of modern data processing pipeline via @Tealium #AI #DataProcessing

Is Your Company’s Data Ready for #MachineLearning? is a bit misleading video that provides a decent overview of modern data processing pipeline via @Tealium #AI #DataProcessing | WHY IT MATTERS: Digital Transformation | Scoop.it

Machine Learning (ML) is a new field, and there is a competitive advantage to those first adopters. Yet, many companies are buying ML technologies and developing strategies before they have taken the appropriate step back to evaluate whether their dat

Farid Mheir's insight:

WHY IT MATTERS: the title is a bit misleading but the presentation gives a fairly decent summary of the components and processes in a modern data pipeline designed for machine learning.

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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
plastic extruder manufacturer
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This YouTube #Dataset can be used to train #AI to recognize planes in a #video 

This YouTube #Dataset can be used to train #AI to recognize planes in a #video  | WHY IT MATTERS: Digital Transformation | Scoop.it

YouTube-BoundingBoxes is a large-scale data set of video URLs with densely-sampled high-quality single-object bounding box annotations.

The data set consists of approximately 380,000 15-20s video segments extracted from 240,000 different publicly visible YouTube videos, automatically selected to feature objects in natural settings without editing or post-processing, with a recording quality often akin to that of a hand-held cell phone camera.

All these video segments were human-annotated with high precision classifications and bounding boxes at 1 frame per second.

Farid Mheir's insight:

WHY THIS IS IMPORTANT

Training artificial intelligence systems using deep learning algorithms requires large datasets where the elements you want to recognize - cats, planes umbrellas - are already identified.

This dataset from YouTube contains 380000 videos with over 10.5M annotations to help train systems of the future. We have to remember that the more data is available for training the better the system will perform. Nevertheless, this is interesting as is shows a little bit of the behind the scene in AI and helps understand a bit more how good AI systems will be - or when they may fail.

Additional datasets are available from google here: https://research.google.com/research-outreach.html#/research-outreach/research-datasets 

Recently, Google announced an 8M YouTube video dataset to help spark research: https://research.google.com/youtube8m/ 

GROW.'s curator insight, March 6, 2017 6:28 AM

AI on plane recognition 

Curated by Farid Mheir
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