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Thursday News, October 29

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

Announcements

DSC Articles

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Added by Vincent Granville on October 29, 2020 at 9:00am — No Comments

Conjunction vs Disjunction: Bad Apples and Other Analogies

  • Conjunctions and disjunctions are useful tools for building algorithms. 
  • They enable you to combine propositions. 
  • Truth tables are a fast way to find solutions. 
  • Analogies can help you to remember the results. 

Dive into machine learning, and you'll come across…

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Added by Stephanie Glen on October 29, 2020 at 6:17am — No Comments

World's Top 5 Data Analytics Companies in 2020

We are living in a data-driven and data-centric world that’s only going to produce more and more data with time. This new data is collected in an unstructured manner and processed into a structured form as per the requirement of a company. Later, meaningful insights are extracted from this data for decision-making purposes. All this process helps a company to grow in this competitive market. But, who…

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Added by StraitsResearch on October 29, 2020 at 1:30am — No Comments

IoT: How it Affects Mobile App Development

The mobile app industry is one of the most sought-after in the world due to the prevalence of mobile devices worldwide. Really, so much of our lives are done online or through mobile devices that it is now nearly impossible to function without them. This shift in attitudes has delivered an excellent opportunity for businesses. However, the intense competition in the market has driven unique innovations in the mobile app market. For example, take the Internet of Things — one of the most…

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Added by Ryan Williamson on October 29, 2020 at 1:22am — No Comments

How Big Data Can Leverage DevOps Automation Solution?

“Many business folks are still wondering about the role and benefits that DevOps automation can provide to big data. If you are also one of these, then this blog has all your answers. Get all your queries sorted here.”

Big Data is a buzzword in the tech world.…

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Added by Varun Bhagat on October 28, 2020 at 9:00pm — No Comments

The connection between transparency, auditability, and AI

Up until recently, we accepted the “black box” narrative surrounding AI as a necessary evil that could not be extrapolated away from AI as a concept. We understood that tradeoffs were sometimes necessary to achieve performance accuracy at the expense of transparency and explainability.…

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Added by Kirsten Lloyd on October 28, 2020 at 1:00pm — No Comments

What are Ensemble Techniques?

Opinion from team of experts would yield better results, giving us confidence compared to single person’s opinion. That exactly ‘Ensemble Techniques’ would do. A methodology where multiple models are built and results are combined from each model giving us improved outcomes.

Here are the few popular techniques.  

Decision Tree

A flowchart-like tree structure where an internal node represents feature, the branch represents a decision rule and each leaf…

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Added by Chethan Kumar on October 28, 2020 at 6:46am — No Comments

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 2:44am — 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

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