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Featured Blog Posts – January 2021 Archive (76)

ModelOps vs. MLOps

Decisions organizations make today about building their AI pipelines will have major impacts on the future of AI maintenance for their organizations. But is everyone thinking about the future?

The path taken today could impact the ability to add new functionality in the future or require starting from scratch. In order to build the right AI…

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Added by Kirsten Lloyd on January 25, 2021 at 9:00am — No Comments

Airport Runway Foreign Object Debris (FOD) Detection System to bolster with Advancement in Sensor Technology!

Airport runway foreign object debris (FOD) detection systems have been increasingly deployed by airports as a key part in maintaining the safety of the aircraft personnel, passengers, and integrity of aircrafts. Over the years, such detection systems have become more important in the light of growing instances of FOD damages. In particular, due to human…

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Added by Pragati Pa on January 25, 2021 at 1:00am — No Comments

National AI strategies - A summary of major initiatives

AI is central to the future competitiveness of nations. Here is a summary of the major initiatives from nations who have declared a national AI strategy. I have listed the original source at the end of the blog. I have added some links in the case of each nation which I found interesting

United States of…

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Added by ajit jaokar on January 24, 2021 at 10:30am — No Comments

Why Cassandra is a poor choice for an object storage metadata database

Cassandra is a popular, tried-and-true NoSQL database that supports key-value wide-column tables. Like any powerful tool, Cassandra has its ideal use cases - in particular, Cassandra excels at supporting write-heavy workloads, while having limitations when supporting read-heavy workloads. Cassandra's eventual consistency model and lack of…

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Added by Jonathan Symonds on January 24, 2021 at 7:30am — No Comments

Discover Data Trends with Embedded Analytics and Business Intelligence

Embedded analytics allow users to integrate business intelligence and its processes into another software application.

Embedded real-time reports and dashboards allow end customers to cheque the data saved in the product…

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Added by Laura Jean on January 22, 2021 at 10:00am — 1 Comment

AI: The Horsepower of the Future

The year 2021 may well see a turn in the trajectory of AI. As DataRobot notes in its predictions for the new year, “Within the enterprise, we finally expect a wholesale move from ‘Experimental AI’ to ‘Operational AI,’ as organizations must move out of the lab and beyond pure experimentation.” In fact, Gartner is forecasting that 75%…

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Added by Betsy on January 22, 2021 at 5:40am — No Comments

AI and its Importance in Financial Crime Investigation

Artificial intelligence, among the most prevalent technologies in the world at the moment, has made significant contributions to the world around us ever since it first emerged on the scene. Think about it — the chatbots that engage with us when we visit a website, the smart speakers in our homes. They are all artificial intelligence-driven tools that…

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Added by Ryan Williamson on January 22, 2021 at 1:30am — No Comments

How to Overcome Web Scraping Challenges With AI & ML Technology



Artificial Intelligence (AI) and Machine Learning (ML) are already being leveraged for increased efficiency and greater success in public web data-gathering operations.



It’s not a secret that web scraping can be complex and challenging. Part of that challenge is the fact that much of the process consists of repetitive and…

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Added by Julius Cerniauskas on January 21, 2021 at 4:00am — No Comments

All You Should Know About Data Security in 2020/2021

Database security refers to the different tools and processes employed in the protection of personal data and sensitive information to prevent unauthorized access and preserve the confidentiality, integrity, and availability of the data. It includes some practices such as digital and physical access restrictions, encryption, etc. It is one of the…

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Added by Thomas Lanigan on January 21, 2021 at 3:00am — No Comments

How to use MLOps for an effective AI strategy

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Added by Raghavendra Singh on January 21, 2021 at 12:30am — No Comments

How Data Virtualization Can Remove the Bottlenecks to Data Science

Many of the stages in a typical data science lifecycle have more to do with data than they do with science. Before the data scientist can actually engage in science, there are several steps they must first complete:

 

  1. Find where…
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Added by Paul Moxon on January 20, 2021 at 10:00am — No Comments

Tools And Models Used In Software Testing

Nowadays, if we look around, we can see that everything from jobs and entertainment to smart homes and vehicles depend on some type of computer software. So before the software is released to consumers it is essential that the software development companies run relevant tests and…

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Added by Ricky Philip on January 20, 2021 at 12:00am — 1 Comment

Data Science Central Weekly Digest, 18 Jan 2021

From the…
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Added by Kurt A Cagle on January 19, 2021 at 6:30pm — No Comments

4 Common Data Analysis Mistakes to Watch Out For

  • Statistical analysis is poorly misunderstood by many, resulting in array of problems.
  • There are many ways to ruin your data analysis.
  • 4 of the less well-known mistakes to watch out for.  

I recently came across an article in eLife (a peer reviewed journal) called Ten common statistical mistakes to watch out for when writing or reviewing a manuscript [1]. Although the paper was geared towards reviewers of research papers, many of the…

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Added by Stephanie Glen on January 19, 2021 at 8:16am — No Comments

Machine Learning / Stats / BI: Mini Translation Dictionary

Here I provide translations for various important terms, to help professionals from related backgrounds better understand each other. In particular, machine learning professionals versus statisticians.

Source for picture:…

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Added by Vincent Granville on January 18, 2021 at 9:12pm — No Comments

Master Machine and Human Learning to Win the Digital Transformation Wars

The “Economies of Learning” are more powerful than the “Economies of Scale”

This may be my most powerful concept (outside of the Schmarzo Economic Digital Asset Valuation Theorem and the…

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Added by Bill Schmarzo on January 18, 2021 at 11:00am — No Comments

What Is The Best Way To Create A Fitness App In 2021?

"There are a lot of fitness apps in the market right now. But not all of them are effective enough for a regular user. With this post let's find out the way to create an app that the audience is looking for!" 

Mobile applications gained huge popularity within a decade of their introduction.…

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Added by James Smith on January 18, 2021 at 9:00am — No Comments

How Connected Data and IoT Has Transformed Risk Management

As the Internet of Things – or IoTs – grow more popular, and garner more users than in recent years, there’s now a call for better cybersecurity when it comes to such technology. But to secure data in IoTs require an effective cybersecurity framework.

But before we would for certain what needs to be done to secure the data in IoT…

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Added by Katherine Rundell on January 18, 2021 at 6:30am — No Comments

Advantages and Disadvantages of Automated Machine Learning

The title of this blog is accurate

There are indeed some caveats / disadvantages to automated machine learning.

This blog was motivated by a question in my University of Oxford class effectively asking:

Will automated machine learning take over all the data scientists’ tasks?

If you listen to the…

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Added by ajit jaokar on January 18, 2021 at 3:00am — No Comments

Big Data-Based iPhone Apps: Why Do You Need Them?

There’s a good chance that by now you have heard this famous saying: Data is the new oil. We are, after all, generating more data than ever. Don’t believe it? Then how about the fact that over 90 per cent of the total data in the world was generated just in the last two years. Yes, sir. Anyway, but what do we do with all this data? Well, we…

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Added by Ryan Williamson on January 18, 2021 at 1:30am — No Comments

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