WHY IT MATTERS: Digital Transformation
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8 Best Data Labeling Tools for Machine Learning Projects is a nice compilation but highlights 2 key facts about #AI 1) AI needs lots of manual work to work well and 2) AI creates job roles that nev...

8 Best Data Labeling Tools for Machine Learning Projects is a nice compilation but highlights 2 key facts about #AI 1) AI needs lots of manual work to work well and 2) AI creates job roles that nev... | WHY IT MATTERS: Digital Transformation | Scoop.it

The best data labeling tools are intuitive, minimize human involvement, and maximize efficiency. This post showcases 8 tools to help label training data.

Farid Mheir's insight:

WHY IT MATTERS: this post highlights 2 importants facts about AI. First, it requires a lot of manual work to train the system. Second, who would have thought 10 years ago that your job title would be something like "Data labelling guru"...? Goes to show how deep AI will transform life and work...

sannidhya@chapter247.com's comment, December 17, 2019 3:49 AM
Appreciable information.
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Here’s a Long List of Data Broker Sites and How to Opt-Out of Them via @VICE

Here’s a Long List of Data Broker Sites and How to Opt-Out of Them via @VICE | WHY IT MATTERS: Digital Transformation | Scoop.it

How to get off of people search sites like Pipl, Spokeo, and WhitePages.

Farid Mheir's insight:

WHY IT MATTERS: protecting privacy is a difficult task, sometimes an impossible one. Case in point this long list of sites you have to go through to opt-out or delete your data. We need a better solution...

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19 Free Tutorials for Google Analytics is a reference worth considering as GA is a treasure trove of data that is often overlooked

19 Free Tutorials for Google Analytics is a reference worth considering as GA is a treasure trove of data that is often overlooked | WHY IT MATTERS: Digital Transformation | Scoop.it

Google Analytics may be the most important application to understand the behavior of your visitors. And whether you’re a beginner or an experienced user, there are many free resources to help. Here is a list of free tutorials for Google Analytics.

Farid Mheir's insight:

WHY IT MATTERS: few organisations maximize their use of the data they have. One source that is often overlooked in Google Analytics, especially in smaller organizations (but ask around in yours) to see who even knows what you can gather from GA - I bet you'll be surprised... 

Mateusz Drygalski's curator insight, December 6, 2019 12:48 PM
Kursy Googlowskie, sam próbowałem 
Theresita Hernandez's curator insight, December 9, 2019 7:55 PM

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Animal Farm is a very good book. I personally think that it’s a book for all ages. For example, little kids can read it and just think it’s a fairy tale about animals whereas, older kids will probably get the true message and understand that it’s about power.

Animal Farm does not exactly fit the ideal of a modernist novel, as it is written using traditional forms—fable, fairytale, allegory—but it does fit the first two characteristics, at least to some extent. Orwell’s fable is a critique of the modern world, especially of Soviet i recomment https://www.livestockanimalexchange.com/

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Curious to find what #Technology powers a website? This list provides 8 tools to help you do just that and includes popular ones like BuiltWith Wappalyzer Netcraft and others

Curious to find what #Technology powers a website? This list provides 8 tools to help you do just that and includes popular ones like BuiltWith Wappalyzer Netcraft and others | WHY IT MATTERS: Digital Transformation | Scoop.it

Curious to know what technologies are used on your competitor’s website?

Farid Mheir's insight:

WHY IT MATTERS: essential tools for any self-respecting geek. Easy to check this out, look in the extension toolbar of their chrome browser and you'll probably see BuiltWith... ;-)

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19 #MarketingAutomation comparison tool (warning: bias in favor of VBOUT) helps visualize common features, cost and highlight the state of the marTech complexity these days via @VBOUT

19 #MarketingAutomation comparison tool (warning: bias in favor of VBOUT) helps visualize common features, cost and highlight the state of the marTech complexity these days via @VBOUT | WHY IT MATTERS: Digital Transformation | Scoop.it

Compare the different marketing automation platforms in order to find out the most appropriate vendor for your business.

Farid Mheir's insight:

WHY IT MATTERS: useful comparison tool of 19 marketing automation solutions. Obviously biased in favor of Vbout but useful if you take it with the appropriate grain of salt.

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The ultimate guide to #DropShipping highlights an important trend: eCommerce has started to mature with every feature being unbundled into dedicated products - or merged into large platforms via @a...

The ultimate guide to #DropShipping highlights an important trend: eCommerce has started to mature with every feature being unbundled into dedicated products - or merged into large platforms via @a... | WHY IT MATTERS: Digital Transformation | Scoop.it

DropShipping is a direct to consumer retail fulfilment method where a seller does not hold stock.

Farid Mheir's insight:

WHY IT MATTERS: very interesting read that shows how much there is to consider for one small component of eCommerce, drop shipping. The larger point behind this post is that every feature of eCommerce solutions, from catalog, carts, payment, shipping, fulfillment, etc. are being unbundled into dedicated products. Here avasam provides services for dropshipping. This follows a larger trend of solutions as they mature: you start to see enough volume / complexity to warrant dedicated solutions.

On the other end of the spectrum, there are platforms that try to integrate as many of these components into a single, integrated solution.

 

Some interesting posts on bundling/unbundling:

- craigslist uunbundling: https://thegongshow.tumblr.com/post/345941486/the-spawn-of-craigslist-like-most-vcs-that-focus

- search bundling in china: https://www.ben-evans.com/benedictevans/2014/8/1/app-unbundling-search-and-discovery

- productivity / excel unbundling: https://www.ben-evans.com/benedictevans/2019/9/27/new-productivity

Lê Vĩnh Thiện's curator insight, November 22, 2019 4:37 AM
Một xu hướng mới đáng để tham khảo và áp dụng trong mô hình hiện tại của các doanh nghiệp #DropShipping. 

Không biết bao nhiêu lần mình mong muốn có một dịch vụ như vậy để đỡ tay xác nách mang cồng kềnh khi mua sắm, lại còn có thể đến tận cửa hàng để xem sản phẩm cho yên tâm!
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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.
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How to Do a Competitive Analysis: 7 Steps with Tools from @Alexa

How to Do a Competitive Analysis: 7 Steps with Tools from @Alexa | WHY IT MATTERS: Digital Transformation | Scoop.it

When you know how to do a competitive analysis, you can create a more informed and effective marketing plan. Researching competitors in your industry helps you clearly see the competitive landscape, where your brand fits in it, and what you need to do to stand out and succeed.
The rest of this guide will walk you through the definition and benefits of a competitive analysis, show you how to do a competitive analysis, and share competitor analysis tools to help you along the way.

Farid Mheir's insight:

WHY IT MATTERS: there is so much information that you can capture from free or almost free online tools like Alexa that it is a shame not to use them

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Observable is a web interactive #javascript notebook for #data analysis, #visualization, and #exploration from the creator of #d3js - documents are not static anymore and increases learning

Observable is a web interactive #javascript notebook for #data analysis, #visualization, and #exploration from the creator of #d3js - documents are not static anymore and increases learning | WHY IT MATTERS: Digital Transformation | Scoop.it

Observable is a web-first interactive notebook for data analysis, visualization, and exploration. By bringing data science from the command line to the web, we can make it more accessible, more collaborative, and more effective. We can equip the world’s largest developer community with the world’s most powerful medium for communication.

Farid Mheir's insight:

WHY IT MATTERS: now an essential tool in my box, I've been a fan of dynamic notebooks such as jupyter notebooks for python or even GIT-based collaborative documents. Try this one out, as javascript is very easy to learn and play with.

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Implement #FaceDetection in few lines of Python code shows image processing using #ML has become trivial: expect to see it in all kinds of products + expect all kinds of errors due to training data...

Implement #FaceDetection in few lines of Python code shows image processing using #ML has become trivial: expect to see it in all kinds of products + expect all kinds of errors due to training data... | WHY IT MATTERS: Digital Transformation | Scoop.it

Face detection is the ability of a computer program to identify and locate human faces in a digital image. Face detection is one of the most common applications of Artificial Intelligence. From camera applications in smartphones to Facebook’s tag suggestions, the use of face detection in applications is increasing every single day.

 
Farid Mheir's insight:

WHY IT MATTERS: few lines of code is all you need to do things that were considered impossible 5 years ago. With this powerful tool at their finger, expect pretty every website and system to include face detection and other image processing features to be included in the coming years. But few developers will know about the limitations of the technology, especially the biais that may exist in the training data. As in this example, you realize that the "confidence" has not been used in the example, but yet it seems to be an essential information to interpret the results. There will be many many errors due to this in the coming years before the technology really is fool proof.

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ImageNet Roulette #faceRecognition website uses a neural network to classify your picture using #ImageNet categories: depending on the upload,  I went from sheik to psycolinguist proving #AI requir...

ImageNet Roulette #faceRecognition website uses a neural network to classify your picture using #ImageNet categories: depending on the upload,  I went from sheik to psycolinguist proving #AI requir... | WHY IT MATTERS: Digital Transformation | Scoop.it

ImageNet Roulette uses a neural network trained on the “people” categories from the ImageNet dataset to classify pictures of people. It’s meant to be a peek into the politics of classifying humans in machine learning systems and the data they’re trained on.
ImageNet Roulette isn't designed to handle heavy traffic so if it's not working for you please be a little patient.

Farid Mheir's insight:

WHY IT MATTERS: ImageNet has 14M pictures categorized in 32000 categories and is often used as the training dataset for image recognition neural networks. Here this website allows you to upload an image and see how the system would categorize you. It is interesting to play with different images to see what the system returns in order to get a sense of the huge amount of data that AI systems require in order to do a good job. We are far away from systems that can classify any image in any context but if you have a special niche with sufficient amount of data, it is quite impressive what can be done in a relatively short amount of time.

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A review of #microservice architecture at 10 leading companies: Amazon, Uber, Spotify, ... #technology #softwareengineering

A review of #microservice architecture at 10 leading companies: Amazon, Uber, Spotify, ... #technology #softwareengineering | WHY IT MATTERS: Digital Transformation | Scoop.it

Global companies, like Amazon, Coca Cola or Zalando are transforming their IT infrastructures into a microservice architecture. In addition to this, they are rebuilding their internal organizational structures and pushing their businesses ahead of the competition. We take a closer look at examples of microservice architecture in eCommerce.

Farid Mheir's insight:

WHY IT MATTERS: microservice is a core architecture pattern in today's eCommerce and cloud environments. This overview provides some insights into the most well known companies that have deployed their microservice architecture at scale.

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5 challenges of B2B companies solved by PIM solutions shows the real value of those tools #investInData

5 challenges of B2B companies solved by PIM solutions shows the real value of those tools #investInData | WHY IT MATTERS: Digital Transformation | Scoop.it

Implementing PIM solutions into existing B2B solutions can be extremely complex. It requires a great number of custom-made solutions, adjusting to specific business requirements, and matching the company’s structure. Here’s what we see as the biggest challenges, and how we overcame them!

Farid Mheir's insight:

WHY IT MATTERS: the management of product, client and order data is central to delivering a unified ecommerce experience in an omni channel world. This paper sheds light into the reasons why a PIM is so important.

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Selling Digital Products On A Marketplace: step-by-step walkthrough via @Codester

Selling Digital Products On A Marketplace: step-by-step walkthrough via @Codester | WHY IT MATTERS: Digital Transformation | Scoop.it

We are going to have a look at the vital steps you have to take before submitting your item to a digital marketplace. As well as the vital marketing strategies that will help you achieve your first 100 sales. In this article we use our own marketplace, Codester, as an example. 

Farid Mheir's insight:

WHY IT MATTERS: marketplaces are all the rage in the eCommerce world. I find this walkthrough interesting because it features digital goods (code, themes, etc.), something we don't think about enough - they are easy to ship! ;-)

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The Difference between Robotic Process Automation #RPA and Artificial Intelligence #AI boils down to process-driven vs data-driven solutions HT RobertRoy @treboryor

The Difference between Robotic Process Automation #RPA and Artificial Intelligence #AI boils down to process-driven vs data-driven solutions HT RobertRoy @treboryor | WHY IT MATTERS: Digital Transformation | Scoop.it

RPA is a software robot that mimics human actions, whereas AI is the simulation of human intelligence by machines. Many people often asked about the difference between Robotic Process Automation (RPA) and Artificial Intelligence (AI). Some even confused the two to be the same.
To make matters worse, many vendors are now brandying about terms like Intelligent Automation (IA) or Intelligence Process Automation (IPA). For the uninitiated, all these jargon can be very confusing, and perhaps daunting. To help you out, we have put together this blog post to highlight the key differences between RPA and AI, particularly in the context of process automation.

Farid Mheir's insight:

WHY IT MATTERS: a short article that explains clearly how you can leverage automation is companies today.

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2019 SaaS Trends Report shows that companies are embracing #SaaS #cloud solutions at a rapid pace - this leads to issues in security, accountability, compliance, etc.

2019 SaaS Trends Report shows that companies are embracing #SaaS #cloud solutions at a rapid pace - this leads to issues in security, accountability, compliance, etc. | WHY IT MATTERS: Digital Transformation | Scoop.it

Each year, we identify the top trends in SaaS spend and usage. This report takes a look at 2018 data from nearly a thousand companies and trends for 2019.

Farid Mheir's insight:

WHY IT MATTERS: this report on the use of software as a service in companies - think products like salesforce.com, office365, mailchimp and others. The data is clear: SaaS solutions are popular and no one seems to be in charge. This will have serious implications in terms of accountability, security, privacy, regulation compliance, economies of scale, etc. Who will manage that?

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HubSpot app ecosystem growth is proof that tools are more interconnected than ever - making non connected solutions (think on-premise back-office SAP, Oracle or other software that runs your busin...

HubSpot app ecosystem growth is proof that tools are more interconnected than ever - making non connected solutions (think  on-premise back-office SAP, Oracle or other software that runs your busin... | WHY IT MATTERS: Digital Transformation | Scoop.it

An update on HubSpot App partners and integrations in 2019.

Farid Mheir's insight:

WHY IT MATTERS: software as a service or cloud based tools are often easy to connect. This example from Hubspot marketplace, with over 300 connections, is proof.

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#eCommerce platforms are the next steps for retailers to be visible outside of Amazon dominance

#eCommerce platforms are the next steps for retailers to be visible outside of Amazon dominance | WHY IT MATTERS: Digital Transformation | Scoop.it

By 2020, Gartner has predicted that more than 60% of online sellers will adopt a marketplace or include third-party sellers in their eCommerce ecosystems. Marketplaces are one of the platform model types that are transforming every industry.

The platform model brings buyers and sellers together, helping businesses deliver a better customer experience while gathering customer insights. Data from McKinsey shows that companies that platform grow, and companies that don't platform don't grow.

But where do you begin? Our guide will teach you how to define your platform strategy and get started.

Read the eBook to learn:

- The different types of platform models, and which are best suited for your business
- Platform Pioneer stories, including how Best Buy became the most trafficked retailer in Canada
- The first steps you should take to kickstart your business’ platform revolution

Farid Mheir's insight:

WHY IT MATTERS: this white paper explains the key elements to look for in a marketplace solution, whether you need to join one or create one of your own.

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Gartner process mining market guide provides an over view of this new field in #BPM as well as a review of the key solution providers in the field

Gartner process mining market guide provides an over view of this new field in #BPM as well as a review of the key solution providers in the field | WHY IT MATTERS: Digital Transformation | Scoop.it

New forms of automation (e.g., robotic process automation) and knowledge of the underlying processes/interactions are key to digital transformation. Process mining helps enterprise architecture and technology innovation leaders assess operations and performance, increasing these initiatives’ value.

Farid Mheir's insight:

WHY IT MATTERS: mapping processes is useful to craft a digital transformation that provides a seamless customer experience. Process mining tools help uncover issues by drawing insights from actual data extracted from call center logs, ERP transactions, etc.

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Forrester Wave Report on Customer Journey Analytics Platforms

Forrester Wave Report on Customer Journey Analytics Platforms | WHY IT MATTERS: Digital Transformation | Scoop.it

Companies transforming to become customer-obsessed are using customer journey analytics to help them become customer-led, insights-driven, fast, and connected, and to ultimately be more effective in acquiring, serving and retaining customers.  

This report from leading global research and advisory firm, Forrester, identifies the 12 most significant customer journey analytics platform providers today, and reveals how each measures up based on 26 different evaluation criteria, to help you make the right choice for your organization. You'll get a complete overview of the current customer journey analytics market, including;

  • The two primary journey analytics provider categories, visioning and orchestration, and four core capabilities: (1) data fusion, (2) journey design & planning, (3) journey testing & optimization, and (4) journey automation & orchestration
  • The 2018 Forrester Wave Journey Visioning Platform rankings and scorecard
  • A breakdown of each journey analytics provider’s offering, strengths, specialties, and customer base
  • Key criteria that helps leaders stand out from the pack
Farid Mheir's insight:

WHY IT MATTERS: customer journeys often are nothing more than nice illustrations of customer touchpoints and interactions. While true, this report shows that tools emerge to help understand the journey beyond simple mapping to include elements required to orchestrate and consolidate the data that is generated as part of the journey in different systems.

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12 Google Sheets Add-Ons to Streamline Reporting

12 Google Sheets Add-Ons to Streamline Reporting | WHY IT MATTERS: Digital Transformation | Scoop.it

Check out 12 Google Sheet add-ons that can streamline your entire reporting process, collect data and predictions, and even send emails. Google Sheets can be used for a lot more than just storing and organizing your data.

Farid Mheir's insight:

WHY IT MATTERS: because we spend most of our time in spreadsheets these days, these add-ons help make us more productive...

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Two Stack CMS approach describes a custom-built website creation solution designed by developers to be modern and full featured #rollYourOwnWCMS via @ThoughtWorks

Two Stack CMS approach describes a custom-built website creation solution designed by developers to be modern and full featured #rollYourOwnWCMS via @ThoughtWorks | WHY IT MATTERS: Digital Transformation | Scoop.it

We applied the editing-publishing separation
pattern in building a two-stack CMS to support a global
readership while supporting complex coordination of legacy
editing tools. 

When content volume is low and only few trained people are responsible for content creation and maintenance, any added complexity of a two stack CMS isn't worthwhile. Such complexity makes it harder for content creators to learn how to use it and adds significant effort in system maintenance. (Although this may be mitigated by tools that are designed to work in this style.)

Farid Mheir's insight:

WHY IT MATTERS: choosing a web content management solution is a pain in the neck. This approach does away with that altogether and builds its own versions. Very useful to understand the limitations of commercial CMS solutions.

 

Also read: edit-publish separation by Martin Fowler

https://martinfowler.com/bliki/EditingPublishingSeparation.html

 

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Magic Quadrant for Content #Marketing Platforms from @Gartner is a testament to the impact of #digitalTransformation in business as new tools are required to manage all these new #omnichannels and ...

Magic Quadrant for Content #Marketing Platforms from @Gartner is a testament to the impact of #digitalTransformation in business as new tools are required to manage all these new #omnichannels and ... | WHY IT MATTERS: Digital Transformation | Scoop.it

Marketing leaders must boost scale, relevance and return on content marketing investments. To meet these needs, content marketing platform vendors provide ideation, editorial planning, content sourcing and analysis capabilities. Use this research to find a CMP that drives efficiency and results.

Farid Mheir's insight:

WHY IT MATTER: if you manage a marketing team, the proliferation of channels and touchpoints that content marketing brings forwards means you now need tools to manage and coordinate your teams. Very much in line with my motto that digital transformation is equal parts technology, processes, and people...

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2018 State of Email Service Providers (ESP) provides insights into the most popular tools for email marketing and explains why Adobe bought Marketo recently via @Litmus

2018 State of Email Service Providers (ESP) provides insights into the most popular tools for email marketing and explains why Adobe bought Marketo recently via @Litmus | WHY IT MATTERS: Digital Transformation | Scoop.it

Frustrations with ESPs run high. Marketers told Litmus that limitations with their ESP was third on their list of biggest challenges for 2018. And 16% of brands said that changing ESPs was on their list of email marketing priorities for 2018.

In our first-ever State of Email Service Providers report, we take a detailed look at the ESP marketplace to better understand:

  • The top ESPs by geography, company size, industry, and more
  • The pace of consolidation in the industry and its causes
  • The trends that will shape the future of the ESP landscape
  • The tools and functionality provided by ESPs and how third-party tools can help balance weaknesses

Understand ESP industry consolidation, see the top ESPs by sector, and discover the most common ways to boost the functionality of an ESP.

Farid Mheir's insight:

WHY IT MATTERS: emails remain a very important tool in the marketing tool belt. This survey provides insights into what is popular in Canada, US, UK and differentiates between industries and companies. Useful insight.

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The 9 Best Social Media Management Apps in 2019 provides an overview of tools that any #Marketing team should master to minimize effort and ensure consistency and governance via @Buffer @andrewkune...

The 9 Best Social Media Management Apps in 2019 provides an overview of tools that any #Marketing team should master to minimize effort and ensure consistency and governance via @Buffer @andrewkune... | WHY IT MATTERS: Digital Transformation | Scoop.it

Social media management tools allow you to manage your entire social media presence from a single interface. These services simplify every aspect of managing social media, from scheduling updates to generating reports and engaging with your audience. You can even isolate the most influential members of your community or industry and keep tabs on competitors. We put 30 of the best social media management software solutions to the test, and here we'll present the nine best.

Farid Mheir's insight:

WHY IT MATTERS: marketing automation requires tooling to manage workflows and ensure single version fo truth - this article lists a number of key tools for social media management.

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Curated by Farid Mheir
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