Brain  Crist

Brain Crist

1594661520

The ART of Reproducible Research

“Reproducibility” might seem an odd word, but the oddeness it brings is just as important as the benefits this big word delivers to the academic society.

To understand the full meaning behind this term, first we need to understand its motivations. When producing a research, a pillar of the scientific process is to validate the findings of this research. The common methods to show these findings is by publishing scientific articles on respected conferences and journals, that will peer review the work and judge it if it is good enough to meet the standards of the publication place. But one thing that is missing in this whole process is the validation and assurance that such findings are indeed obtained by the methodology claimed, and even further, that, if done again, the results obtained will be the same. So in order to verify the results, a research shall be reproducible, that means, a research needs to be executed again, with the same environment, data and code to, after all, get to the same result as the original authors claimed.

“Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to humans what we want the computer to do.” — Donald Knuth

Having that in mind, we can now see that providing such elements that facilitates one to be able to execute again a research is of big importance. This guide tries to explain a little of the best practices compiled when building a reproducible research, based on the literature and on personal experiences I here share some tips, tricks and hacks on how to make a research that others can understand and reproduce.

The core of reproducibility is to make available the data, code, distribution, documentation and workflow [1] related to a research. In this guide, I will expose my thoughts, tips and tricks on these items. Each key element provides a theory that enhances the chance of one being able to reproduce other’s research. In practice, there elements can be translate into tools, frameworks, organization and best practices of coding, to get to the level of making it easy the steep process that is to execute someone else’s code.

To start easy, the first key element I’ll introduce for building a reproducible research is the documentation. It involves all texts accompanying the work done, even the paper. I consider the documentation the main element not only for reproducibility, but also for any piece of code developers shall make.

#reproducibility #code #research #best-practices #reproducible-research

What is GEEK

Buddha Community

The ART of Reproducible Research
Brain  Crist

Brain Crist

1594661520

The ART of Reproducible Research

“Reproducibility” might seem an odd word, but the oddeness it brings is just as important as the benefits this big word delivers to the academic society.

To understand the full meaning behind this term, first we need to understand its motivations. When producing a research, a pillar of the scientific process is to validate the findings of this research. The common methods to show these findings is by publishing scientific articles on respected conferences and journals, that will peer review the work and judge it if it is good enough to meet the standards of the publication place. But one thing that is missing in this whole process is the validation and assurance that such findings are indeed obtained by the methodology claimed, and even further, that, if done again, the results obtained will be the same. So in order to verify the results, a research shall be reproducible, that means, a research needs to be executed again, with the same environment, data and code to, after all, get to the same result as the original authors claimed.

“Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to humans what we want the computer to do.” — Donald Knuth

Having that in mind, we can now see that providing such elements that facilitates one to be able to execute again a research is of big importance. This guide tries to explain a little of the best practices compiled when building a reproducible research, based on the literature and on personal experiences I here share some tips, tricks and hacks on how to make a research that others can understand and reproduce.

The core of reproducibility is to make available the data, code, distribution, documentation and workflow [1] related to a research. In this guide, I will expose my thoughts, tips and tricks on these items. Each key element provides a theory that enhances the chance of one being able to reproduce other’s research. In practice, there elements can be translate into tools, frameworks, organization and best practices of coding, to get to the level of making it easy the steep process that is to execute someone else’s code.

To start easy, the first key element I’ll introduce for building a reproducible research is the documentation. It involves all texts accompanying the work done, even the paper. I consider the documentation the main element not only for reproducibility, but also for any piece of code developers shall make.

#reproducibility #code #research #best-practices #reproducible-research

Edna  Bernhard

Edna Bernhard

1598573522

ART + AI

The idea that AI can infiltrate the field of art is frightening and rightfully so. While it has been no secret that AI can definitely replace blue-collar jobs and possibly threaten white-collar jobs, the idea that it can impact the livelihood of artists isn’t one that the media has foretold, nor have dystopian movies explored. However, we can see early traces of AI in art. It has slowly seeped into written literature, journalism, paintings and even music.

Having said that, this isn’t a novel (😉) idea. Sometime in the 90s, a music theory professor trained a program to write Bach-styled compositions. Then, to his students, he played both the real and computer-generated versions. To them, both were indistinguishable. Since then, technology has rapidly improved to a state that AI can create music of its own.

#ai #art #artificial-intelligence #art-and-ai #is-ai-art-really-art #is-art-unique-to-humans #creativity #future

David mr

David mr

1624406400

NFT ART FINANCE UPDATE - NFT ART FINANCE PREDICTION AND ANALYSIS - NFT ART FINANCE 1000%

NFT ART FINANCE UPDATE - NFT ART FINANCE PREDICTION AND ANALYSIS - NFT ART FINANCE 1000% 💎

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#bitcoin #blockchain #nft art finance #nft art finance update #nft art finance #nft art finance update - nft art finance prediction and analysis - nft art finance 1000% 💎

Simpliv LLC

Simpliv LLC

1582885649

Introduction to Art Therapy - Art Therapy for Beginner | Simpliv

Description
What Is Art Therapy?

Art Therapy is a form of psychotherapy involving the method of free self-expression through painting, drawing, or modelling, used as a remedial or diagnostic activity that developed in the mid 1940’s for both adults and children. It is widely used in Europe and the United State.

One of the biggest benefits of art therapy is that, it able to facilitate individual expression of their inner world that they may find difficult to express verbally.

You don’t need to be a great artist, or even know how to draw, in order to make the full use of the art therapy. All you need is an imagination and an open mind to get the most from this Therapeutic Art / Arts Therapy course. There are no right or wrong in the drawing result. You just need to draw whatever that flow out from your heart and mind.

This art therapy course is able to benefits you in below way

It has an ability to facilitate positive perspectives on one’s life
It is capable of promoting a sense of personal independence, self-reliance, and self-sufficiency
Therapy has an ability to help a child work through difficult experiences
It allows a child to verbally and non-verbally communicate emotions that might otherwise be abandoned or sealed from society
Therapy instills constructive techniques to self-manage
What does the course cover?

This course is pretty much a hands on course, you will be spending most of your time in practicing drawing, such as mandala and zentagles. If you are a beginner that is looking to learn about Art Therapy, this course is exactly all you need.

NOTES

This is not an art class course, you will not be learning how to draw a perfect picture. INSTEAD, this course is a beginner course for self healing, bringing out the inner artist inside you, making you happier and increase your self esteem. No matter how good or how bad are you at drawing, this art therapy is able to help you to express yourself freely through art.

IS THIS COURSE FOR YOU ?

in order to maximize your leanining experience, i will recommend you to do the following things before purchasing this course.

Read the course description and curriculum carefully, so that you will have an idea on what is this courses really about
Watch the preview lecture as much as you can. Preview lectures are good checking point for elements such as accents and also presentation style
Read the review. I’m not a perfect instructors, so there will be some positive and negative reviews as a reference for you about the course
Talk to me. Feel free to sent me a message, and ask me any questions regarding my course, and i will get back to you asap i promise
Basic knowledge
You need to prepare drawing papers or A4 papers
You need to keep practicing the art therapy method
An open mind to learn
What will you learn
What will students achieve or be able to do after taking your course?

Able to explore you inner personality that you never knew
Hands on art therapy drawing technique for self healing
You will be able to use art as a relaxation method
You will be able to use art to release your stress and improve mood
You will be able to awake the giant within you
You will be able to build your self esteem and increase your confidence levels
You will be able to draw a complete mandalas and zentangle based on your own preferences
You will learn different art therapy method for self healing

ENROLL

#Art Therapy #What is Art Therapy #American Art Therapy #About Art Therapy

Ashish parmar

Ashish parmar

1626875853

Importance of Market Research Before You Get a Mobile App Developed

With the infusion and escalated use of technology, the mobile app market has grown by leaps and bounds, especially in the last decade. Further estimated researches show that the size of the mobile app market will reach $407.31 billion by the year 2026. Thus, if you have some trending app ideas then this is the best time to invest in mobile app development.

Since the mobile app market is very dynamic, keeping up with the changing trends becomes very important. For doing this, in-depth market research before developing a mobile app is a very vital factor. The importance of mobile app market research can be realized from the fact that it gives the company valuable insights into their competitors. In addition, it gives you a clear idea about your own strengths and weaknesses as well.

The performance of mobile apps in the modern era depends significantly on the behind-the-scenes research work. Many studies have shown that mobile apps developed without adequate research die a premature death at the app store. Statically, around 72% of the upcoming mobile apps fail to make their mark on the market because of lousy research work.

This article will discuss why market research for your mobile application is needed and the difference it can bring into your overall business ROI.

How Market Research can help with successful Mobile App Development?
“In the long run, curiosity-driven research just works better. Real breakthroughs come from people focusing on what they’re excited about.” – Geoffrey Hinton, Psychologist and Computer Scientist

The business of mobile app development is very dynamic and it purely depends on the changing needs and wants of the customers. Doing market research is very crucial to build your stunning mobile app. Therefore, the businesses need to remain on the top of their game as far as knowing the latest market trends are concerned.

Due to its ever-changing nature, developing a mobile app is a very tough nut to crack. And without adequate market research, the whole process can become directionless in no time. The businesses wouldn’t know who their targeted audience are, which market is best for their mobile application, and most importantly the set of features to be bifurcated as must haves’ and which features to be added later as additional ones’.

In addition, full-throttle market research also helps in keeping the app development project within budget. It also assists the marketing team in coming up with unique ideas and enhancing the mobile application’s popularity.

A detailed analysis of the market for your business app will give you valuable insights and stop you from making terrible mistakes. Moreover, as you will understand the customers’ pain points, you wouldn’t cram the mobile app with unnecessary features.

With an increase in the number of options available, the patience levels of the users are declining at a rapid rate. They will instantly discard the mobile app if it keeps them waiting to do important tasks.

The in-depth market research also helps you become the pioneer in your industry using mobile apps as the platform to help your business reach greater heights.

Advantages of market research
The benefits that the businesses gain from market research for getting a cutting-edge mobile app developed are immense. We have listed some of the top advantages below:

Faster data collection
Market research for mobile apps allows faster data collection. This is one of the prominent answers to the question ‘why is app market research recommended as a must-do strategy?’ As the new-age customers use their smartphones more than any other device, it is easier to get faster responses through an app.

Better Insights
While doing in-depth research, the insights are not limited just to text-based questions. You can gauge the customer’s behavior from various touchpoints like their social media platform, photos, audio, video, etc. The market research gives you a more diverse data set for further analysis.

Enhances the brand value
The needs and wants of the consumers are constantly changing. Thus, it becomes difficult for businesses to find their core audience to target or which sections of a market will be more interested in their mobile application. Market research helps in fostering the customer-brand relationship and eventually increasing the brand value.

Better results
Through stoic mobile app market research, you can increase the usability of your mobile app. Various market research shows that 80% of smartphone users check their phone within 15 minutes of waking up. Thus, the more you engage with your customers on the mobile app, the more chances you will grow your business.

The process to conduct mobile app market research
It is inevitable for the business houses to have a clear idea about conducting their market research. Moreover, there is no explicit template that defines ways to conduct market research. In the quest to stand unique from its peers, each business conducts the research in its own way.

Broadly, the process of market research is categorized into two major categories:

Primary Research:
In Primary Research, the company must define the actual need of the app in the market. After this, they must design an optimal business model to keep the app relevant in the market. Once the business model is finalized, optimizing the marketing strategy for the app becomes the next step. Marketing strategy holds much more significance in the modern market as customers are more inclined towards personalized services.

Secondary Research:
Secondary Research mainly focuses on the main strength of the mobile app. When you define the core strength of the mobile app, bifurcating your target audience becomes easy. In addition, the company can optimize its social media strategy and cater to each of their targeted customers individually.

Continue to read : Importance-market-research-before-mobile-app-developed

#importance-market-research #mobile-app #market-research #appmarket-research #app-market-research