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Ensemble Forecasts: The Future of Modeling Pandemics?

  • Ensemble forecasting is a popular choice to improve predictions.
  • The method has been widely used to model various aspects of the current pandemic.
  • Ensembles may be our best option to predict future disease outbreaks.

An explosion of Covid-19 literature in the…

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Added by Stephanie Glen on February 9, 2021 at 6:00pm — No Comments

An Intuitive Study of Time Series Analysis

Components of time series

Image source: Statistical Aid: A School of statistics

Time series data

A time series data is a set of observation on the value that a variable takes of different time, such data may be collected at regular time intervals…

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Added by Muhammad Touhidul Islam on February 9, 2021 at 5:47am — No Comments

Introducing Knowledge Graphs into Organizations

A little soup is quickly cooked. But if many chefs are working together on a larger menu that will eventually be appreciated by a banquet of guests, good preparation is key. In this article we will focus on the preparation phase and outline what it means to introduce…

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Added by Andreas Blumauer on February 9, 2021 at 4:00am — No Comments

Powerful Business Intelligence Tools for Data Analysts in 2021

We live in an information age where the world of almost every organization revolves around data. Big Data is a field that has been working on the swaths of consumer data for driving valuable outputs. 

This is when companies are…

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Added by Varun Bhagat on February 8, 2021 at 7:30pm — 2 Comments

Data Science Central Weekly Digest 08 Feb 2021

From the Editor's Desk

What are we looking for as far as content here at Data Science Central? DSC was built on the strength of its deep technical content, what I would call In the Weeds stories. These are…

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Added by Kurt A Cagle on February 8, 2021 at 2:30pm — No Comments

The Benefits Of Artificial intelligence Technology In Any Industry

Artificial Intelligence (AI) has been invented as a blessing for the market of many sectors. Businesses are adopting this technology to reduce operational costs, increase productivity, enhance the quality of work, etc. By automating processes with AI you can grow your business exponentially. Moreover, you can also avoid…

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Added by Jason Camaya on February 8, 2021 at 2:00am — No Comments

A Critical Comparison of the ML Platforms in an Evolving Market

The Evolution of the MLaaS Market

The Machine…

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Added by Raghavendra Singh on February 8, 2021 at 12:30am — No Comments

4 Business Models of P2P Mobile Payments and Success Factors

The increasing penetration of smartphones across the world, combined with the high-speed & reliable internet connectivity that is now available, has made it possible for financial service providers to enable payments via mobile devices. The mobile payment apps are here to…

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Added by Madhukar Jangir on February 7, 2021 at 8:42pm — No Comments

More Surprising Math Images

To zoom in on any picture, click on the image to get a higher resolution.

This a follow up to my previous article here, where you can find additional, very different images, the theory behind it, and relevance to machine learning techniques. What is surprising is that all these images were produced with a formula with a single parameter λ, and…

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Added by Vincent Granville on February 7, 2021 at 7:30pm — No Comments

What distributions do we need to use Deep Learning?

 

I was asked this question: “What distributions do we need to use Deep Learning?”

 

This is a question with a multi-faceted answer.

 

The direct answer is that algorithms which are traditionally referred to as deep learning (MLP, CNN, LSTM) do not need to know the distribution in advance since they…

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Added by ajit jaokar on February 7, 2021 at 1:26pm — No Comments

Discontinuities in Causal AI. Classical & Quantum Detectors

leaping-chasm

A classic classical discontinuity: "Leaping the Chasm" (1886) by Ashley Bennett, son of photographer Henry Hamilton Bennett, jumping to "Stand Rock". See www.wisconsinhistory.org

I am happy to announce that today I added 2 new chapters to Bayesuvius (my free, open source book on Bayesian Networks). The titles of the 2 new chapters…

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Added by Robert R. Tucci on February 7, 2021 at 6:30am — No Comments

How 360-degree customer view helps your business?

Nowadays, the success of many businesses is primarily attributed to good relationships with their customers. That is, having a comprehensive understanding of what customer needs and availing it to satisfy their needs as well as achieve the business goals.  n Mathematics, 360 degrees is a full rotation that is, there are no blind spots.

Similarly, in…

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Added by Indhu on February 7, 2021 at 2:43am — No Comments

Correlation Analysis definition, formula and step by step procedure

Correlation Analysis

The relationship between two or more random variables are generally defined as the correlation. It is the major part of …

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Added by Muhammad Touhidul Islam on February 7, 2021 at 12:30am — No Comments

Determining Work from Home Metrics

Last year like many people, I found myself laid off due to COVID-19. I suspected this would happen since my title barely reflects what I spend most of my time doing. Although I worked in a Call Centre, I hardly handled any calls. For those expecting me to have a lot of call stats, my…

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Added by Don Philip Faithful on February 6, 2021 at 12:30pm — No Comments

How Machine Learning Discretely Assists Data Scientists

There are unlimited discussions, and conversations over this well-known point, and it tends to be a touch of overpowering to realize where to begin from data science specialists to finish amateurs.

While, from analysts to students,…

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Added by akash on February 4, 2021 at 11:30pm — No Comments

Key Difference between Data Engineers and Data Scientists

Data Engineer vs Data Scientist: Which one is better?

 In today’s world Data science is known as the potential way of success in every field and industry.[According to…

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Added by Jupiter Debbarma on February 4, 2021 at 5:30pm — 1 Comment

Demand Outlook of AI in Agriculture - Insights on Emerging Scope 2026

Artificial Intelligence has various application in agriculture ranging from rural automatons, facial acknowledgment, computerized water system frameworks, and driverless tractors. These applications are done in relationship with an alternate sort of sensors, GPS frameworks, radars, and other cutting edge contraptions dependent on AI.…

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Added by chaitali gawande on February 4, 2021 at 5:00am — No Comments

Beautiful Mathematical Images

To zoom in on any picture, click on the image to get a higher resolution.

Figure 1: The pillow basins (see section 3)

The topic discussed here is closely related to optimization techniques in machine…

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Added by Vincent Granville on February 2, 2021 at 10:30am — 1 Comment

8 Social Media Marketing Practices Every Business Should Follow

Social media channels have become heavily integrated into our personal and professional lives. For businesses, social media plays a big role in digital marketing strategies. It provides various platforms for business marketers to increase brand recognition, connect with their audience, and convert followers into paying customers.

If your…

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Added by Rumzz Bajwa on February 2, 2021 at 3:00am — No Comments

The Complete Guide to Time Series Analysis

Time has always been a crucial factor when we record or collect data. And in time series analysis, time is a vital variable of the data. Time series analysis helps us to study the progress over a period of time.

What is the time series analysis?

Time Series is a series of observations taken at specific time intervals to…

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Added by Ram Tavva on February 1, 2021 at 10:30pm — No Comments

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