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Intelligent ways how automation can redesign traditional IT service desk: A Guide

Higher user expectations. Increased responsibility. Staying abreast of the latest technology but within the budget. Limited resources to offer cost-effective solutions. Wrestle with loads of daily requests.

Yes, you heard it right! These are a few challenges faced by IT Service…

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Added by Sukumar Jena on October 28, 2020 at 4:30am — No Comments

What is data cleansing and why is it important?

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Added by Indhu on October 28, 2020 at 2:30am — No Comments

Microsoft Announcements Based on ML with AI

From recent years, Microsoft is attracting its users towards it with the integration of  advanced technologies,   it is offering unique and high level experience to the users. This time it's developers have created a high buzz in the industry, and attracted all the attention of the tech industry towards them. 

Now, Microsoft will be experiencing the new AI models, and will also improve the performance of…

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Added by Albert Smith on October 27, 2020 at 8:09pm — No Comments

Digital Twin, Virtual Manufacturing, and the Coming Diamond Age

If you have ever had a book self-published through Amazon or similar fulfillment houses, chances are good that the physical book did not exist prior to the order being placed. Instead, that book existed as a PDF file, image files for cover art and author photograph, perhaps with some additional XML-based metadata indicating production instructions,…

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Added by Kurt Cagle on October 27, 2020 at 7:09pm — 1 Comment

How Kids Channel Their Internal Data Scientist to Become Candy Optimization Machines on Halloween

Ghostly greetings!

I believe everyone is born with the innate, curiosity-driven, explore-test-learn Data Science capability. At Halloween, kids naturally embrace a rapid exploration, rapid testing, failure-empowering “Scientific Method” to optimize their candy yield and logistical “Trick or Treating” algorithms.

So, what can we –…

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Added by Bill Schmarzo on October 27, 2020 at 2:00pm — No Comments

Insights from the free state of AI repost

For the last few years, I have read the free state of AI report

Here are the list of insights which I found interesting

The full report and the download link is at the end of this article

 

AI research is less open than you think: Only 15% of papers publish their…

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Added by ajit jaokar on October 27, 2020 at 11:04am — No Comments

5 Steps to Collect High-quality Data

Obtaining good quality data can be a tough task. An organization may face quality issues when integrating data sets from various applications or departments or when entering data manually.

Here are some of the things a company can do to improve the quality of the information it collects:

1. Data Governance plan

A good data governance plan should not only talk about…

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Added by Indhu on October 26, 2020 at 11:30pm — No Comments

Cybersecurity Experts Discuss Company Misconception of The Cloud and More in Roundtable Discussion

Industry experts from TikTok, Microsoft, and more talk latest trends on cybersecurity & public policy.

Enterprise Ireland, Ireland’s trade and innovation agency, hosted a virtual Cyber Security & Public Policy panel discussion with several industry-leading experts. The roundtable discussion allowed cybersecurity…

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Added by Katelyn O'Keefe on October 26, 2020 at 4:00am — No Comments

FinTech Trends: AI, Smart Contracts, Neobanks, Open Banking and Blockchain

What Is Fintech? 

"Fintech" describes the new technology integrated into various spheres to improve and automate all aspects of financial services provided to individuals and companies. Initially, this word was used for the tech behind the back-end systems of big banks and other organizations. And now it covers a wide…

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Added by Yulia Kondratyuk on October 26, 2020 at 1:00am — No Comments

The MLOps Stack

What is MLOps (briefly)

MLOps is a set of best practices that revolve around making machine learning in production more seamless. The purpose is to bridge the gap between experimentation and production with key principles to make machine learning reproducible, collaborative, and continuous.

MLOps is not dependent on a single technology or platform. However, technologies play a significant role in practical…

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Added by Henrik Skogström on October 26, 2020 at 12:57am — No Comments

5 Most Essential Skills You Need to Know to Start Doing Machine Learning

Machine Learning is an important skill to have in today’s age. But acquiring the skill set could take some time especially when the path to it is unscattered. The below-mentioned points have a very wider reach to the topics it covers and essentially would give anyone a very good start when it comes to starting from scratch. Learners should not limit…

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Added by Tarun Saini on October 25, 2020 at 8:00pm — No Comments

Weekly Digest, October 26

Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.  

Featured Resources and Technical…

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Added by Vincent Granville on October 25, 2020 at 12:00pm — No Comments

Statistical Machine Learning in Python

A summary of the book “Introduction to Statistical Learning” in jupyter notebooks

Whenever someone asks me “How to get started in data science?”, I usually recommend the book — “…

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Added by Shilpa Arora on October 25, 2020 at 9:30am — No Comments

Approaches to Time Series Data with Weak Seasonality

In the previous article, we have tried to model the gold price in Turkey per gram. We will continue to do that to find the best fit for our data. When we chose the…

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Added by Selcuk Disci on October 24, 2020 at 11:00pm — No Comments

So You Want to Write for Data Science Central

You're a writer on AI, ML, or various and sundry other data-oriented TLAs, and you'd like to write an article for Data Science Central. Great! This article is for you. Becoming a blogger on DSC is a good way to promote your proficiency in the field, to get the word out about interesting topics, or to gain the respect of your peers.

The…

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Added by Kurt Cagle on October 24, 2020 at 2:30pm — No Comments

The implications of Huang’s law for the Artificial Intelligence stack

 Nvidia CEO Jensen Huang proposed an idea which the media has labelled ‘Huang’s law’ along the lines of Moore’s law.

 

Moore’s predicts that the number of transistors in an integrated circuit doubles every two years.

 

As per Huang’s law, GPU performance will double every two years.

 

Whether or not you…

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Added by ajit jaokar on October 24, 2020 at 2:03pm — No Comments

Digital Dreams – Analog Processes

  • Your in-house data science team is not the exclusive source of AI/ML based improvements. 
  • Process Re-engineering is gaining new life as a way to optimize data processes.…
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Added by William Vorhies on October 24, 2020 at 11:30am — No Comments

Odds vs Probability vs Chance

Data Points

  • There are a number of different terms used for probability in statistics.
  • Each has a distinct (and usually precise)…
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Added by Stephanie Glen on October 24, 2020 at 4:30am — No Comments

Data Preparation Need Not Be Cumbersome Or Time Consuming

Data drives decisions and, in today’s competitive business environment, the kind of fact-based decisions achieved through Advanced Analytics are mandatory. These data-driven decisions ensure that a business does not make a misstep or have to guess at forecasts, plans and the root cause of problems.  But, with so much data in the average enterprise, it can be difficult to integrate and prepare data from all available sources so that data analysts and…

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Added by Kartik Patel on October 23, 2020 at 2:34am — No Comments

Thursday News, October 22

Here is our selection of featured articles and technical resources posted since Monday:

Announcement

Technical Resources

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Added by Vincent Granville on October 22, 2020 at 8:30am — No Comments

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