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The liability Risks of Artificial Intelligence and Machine Learning

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The liability Risks of Artificial Intelligence and Machine Learning

Maria Johnsen talks about risk assessment and security aspects of artificial intelligence and machine learning.

In recent years, the use of Artificial Intelligence has peaked. Decisions may be at risk if they are made by a machine. Artificial intelligence can be economically disastrous and liable equally due to various thought-provoking aspects of the situation. Experts hold the opinion that there is a liability risk if the Machines make decisions which are rather inappropriate or illegal.

According to Maria Johnsen in fintech and banking systems the rules on risk management describe how models should be validated, but these rules do not cover A.I and machine learning algorithms. With predictive models, they build the model and test it. But they don’t test to see if the algorithm changes based on the data they feed it. In machine learning, the algorithms change, evolve and grow; at the same time, new biases could potentially be added.

Regulators should be finding solutions to the risks of machine learning models. For example, in loan decision making, the data could inform an unconscious bias against minorities that could expose the bank to regulatory scrutiny.

Machine Learning Problems:

The risks associated with Artificial Intelligence and machine learning can be potentially dangerous if not managed timely. Following are some of the main risks associated with this phenomenon:

  1. Data:The pedigree of the data used to create machines is largely involved in the risk. The variability in the amount of the data determines how it would run in the long term. This is why it should be a homogenous data.
  2. Bias:It can be a source of inaccuracy in the models which can make the data highly inaccurate.
  3. Output Interpretation:The use and the way a model is interpreted can undoubtedly add to the risk.

If you train an algorithm with data that has underlying racist data, you may end up making a racist machine learning algorithm. We need to step back before we all jump on the bandwagon.

AI is used in various aspects of programming that include finding solutions to a problem and recognizing patterns. In machine learning, a computer program is given access to a huge amount of data and then it processes that information. This is how it learns the relationship between variables.

For more information read her entire article at A.I and Machine Learning

Her latest book The Future of Artificial Intelligence in Digital Marketing: The next big technological break

About Maria Johnsen

Maria Johnsen is a Multilingual Digital Marketing A.I and Fintech Influencer, Film producer , director, screenwriter,Linguist and author. She  holds a degree in political economy from Kharkov University in Ukraine, Beauty Arts from Sorbonne University in Paris, BA in Information technology, BA in computer science, a Master of Science degree in computer engineering from university of science and technology in Norway and master degree in filmmaking and television from Royal Holloway University of London.

Her professional background and education is diverse and includes skills in areas such as sales, multilingual digital marketing, content writing, business intelligence, software design and development. In addition, she possesses the experience and education in the management of complex Information Systems.

Maria knows eighteen languages and possesses experience in language instruction, tutoring, and translation. She has also developed a unique teaching method for fast learning “Implications for Upgrading Accelerated Learning Practices In Educational Systems” This method is applied in China and Norway.

Maria Johnsen is also a multilingual SEOPPC and social media marketing expert. She managed software projects for well known IT companies and Bank in Norway, China, the UK as well as cooperation with governments and police authorities in regards to projects related to data crime and tracing terrorists online.

Starting in 2008, she began offering search engine optimization services. Her company Golden Way Media expanded internationally in 2009 carrying out various projects in Europe, North America and Asia. While offering services to the general public, Maria Johnsen continues to consult with corporate clients, agencies and small businesses. She has skills and proven records in all areas of search engine optimization including keyword targeting, competitor research and on-site optimization.

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What Benefits are Offered by WordPress Theme

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What Benefits are Offered by WordPress Theme

In the world of competition of online business, everyone wants to launch his brand. Still, the hurdle created when your brand specifications start matching with the already existed brand in the market ultimately your brand loses its worth before getting visible. Nowadays, the directory listing theme is helping you the most in this regard; it dresses up your ideas and lightens up the path of your online business.

Keep reading down to read more about the benefits WordPress theme offers to you!

#1. Flexibility 

If you are a blogger, a businessman, or an honor of a multinational company, then you are on the right choice because WordPress themes provide you with all the services while developing your web. No matter what a company demands, it fulfills all the needs through its amazing themes. 

#2. Changeable 

WordPress is significant in running large and complex sites. With a free classifieds theme, you can make perfect logos and templates that beautifully explain your ideas behind them. But in case of any changes, you need not worry because you can easily change WordPress themes according to your needs and desires.

#3. Multi-Optional Themes 

You can get a free directory WordPress theme that can elaborate your plans, but it also provides a large collection of premium themes that support your changing ideas. In addition, these themes can be easily reviewed to change the format of the site. 

#4. Gives Uniqueness 

If you want to build your site, you must choose a perfect layout and unique design. WordPress themes provide you with this uniqueness in the market of uniformity. 

#5. Security 

The web developers of WordPress are skillful enough to give security to the content of your website. The directory listing covers all the loopholes regarding privacy. 

#6. Provides Search Engine Optimization 

The WordPress themes make your site visible to the maximum audience and the users by providing your site SEO. In addition, they develop themes for your website by using limited resources to make your site efficient. 

#7. Affordable Price 

The WordPress themes are cheaper as compared to the already developed pieces. However, you have to invest in additional services like plugin development or when you want to create some changes, etc. So don’t hesitate about the price!

#8. Take Less Time to Develop 

Mostly, the clients think that working on an already established template is easy. Still, the reality is different because the templates sometimes do not cover all the aspects and specifications a client demands. When the client misses that specification, he may not be able to stand in the market. 

#9. Emergency Help Availability 

When you design your themes for the website from an expert and professional team of WordPress theme developers, you will be able to contact them 24\7 in case of an emergency like site crashing, etc. 

#10. Smart Phone Friendly 

There is no need to connect your PC and mobile to create the website. The WordPress themes made it easy because the themes are Mobile friendly.

Verdict 

Utilizing the WordPress theme is a profitable idea. Free business directory themes can help you develop a trustworthy environment for the audience through WordPress themes. If you are looking for a perfect theme for your website development, go for HivePress to get a free directory WordPress theme, free classifieds WordPress theme, free business directory theme, free classifieds theme, or directory listing theme!

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What Tools are Used in AWS

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What Tools are Used in AWS

With more businesses going digital and resorting to cloud platforms, AWS has created a niche among cloud services like Azure and Google cloud and emerged as a market leader. One thing that makes AWS desirable to large businesses and developers is the availability of many tools exclusively for people wanting to collaborate with Amazon.

AWS has given people access to cloud management tools and tools developed by third-party vendors becoming truly an open-source solution. However, with so many available tools, choosing the right ones to match your business needs adequately becomes challenging. We bring you this article to give a brief idea of AWS tools and their applications. 

You can gain deeper insights into AWS and the tools used by taking up AWS certification and get your technical knowledge validated for a lucrative career ahead.

Tools Used in AWS

Given below are the tools used in AWS:

AWS CloudFormation

It helps ease out provisioning and management on AWS. You can develop templates for services and application frameworks you want and let AWS CloudFormation utilize these templates for fast and reliable provisioning of applications or services, also known as ‘stacks.’ Furthermore, you can conveniently update the stacks or replicate them as per the requirement. You can easily get started with AWS CloudFormation and build your own templates by collecting sample templates. 

AWS Service Catalog

AWS service catalog helps in central management of deployed IT services and applications, metadata, and resources. It allows firms to develop and manage IT service catalogs that are approved for usage on AWS. These IT services may include everything from virtual machine images, servers, software, and databases to complete multi-tier application architectures. This aids you in attaining persistent governance and meeting the compliance requirements while letting the users deploy only the IT services they need. With the help of AWS Service Catalog AppRegistry, firms can easily comprehend the applications of their AWS resources. Furthermore, you may define and manage your applications and metadata to keep track of cost, performance, security, compliance, and operational status at the application level.

Amazon CloudWatch

Amazon CloudWatch is an AWS tool developed to monitor and observe services meant for DevOps engineers, developers, site reliability engineers (SREs), and IT managers. With the help of Amazon CloudWatch, you get to gain access to data and valuable insights useful for monitoring applications, taking actions against fluctuations in system performance, optimize resource usage, and get a comprehensive view of operations. CloudWatch primarily collects monitoring and operational data like logs, metrics, and events, giving an overview of AWS resources, applications, and services running on the AWS platform. Furthermore, CloudWatch can be used to identify unusual behavior in the environment, set alerts, keep a check on metrics, and find information for the smooth running of your applications 

AWS Systems Manager

This AWS tool helps in viewing and controlling the infrastructure on the AWS platform. By utilizing the system management suite, you can retrieve operational data from various AWS services and get all your operational tasks automated across AWS resources. AWS systems Manager aids in maintaining security as it scans your ‘managed instances’ and reports policy violations detected by it.

AWS CloudTrail

AWS CloudTrail allows governance, compliance, operational auditing, and risk auditing of your AWS account. Furthermore, CloudTrail will enable you to log, constantly monitor and continue the actions across AWS infrastructure. With AWS CloudTrail, you can track event history related to your AWS accounts activities like actions taken via the AWS Management Console, AWS SDKs, command-line tools, and other AWS services. The event history aids in simplifying security analysis, resource change tracking, and troubleshooting. Additionally, CloudTrail can be used to determine suspicious activity on your AWS account. These features of AWS CloudTrail help in simplifying operational analysis and troubleshooting.

AWS Config

This AWS tool helps you in evaluating and audit configurations of your AWS resources. AWS Config allows constant monitoring and recording of your AWS resource configurations and helps in automating the assessment of recorded configurations against desired configurations. AWS Config lets you monitor transformations in configurations and relationships between AWS resources, know in detail about resource configuration histories and ascertain overall compliance against the configurations specified in your internal guidelines. It helps in simplifying compliance auditing, security analysis, transform management, and operational troubleshooting.

AWS OpsWorks

AWS OpsWork is a configuration management tool helping manage Chef and Puppet instances, the automation platforms used for coding and automating your servers’ configurations. With the help of AWS OpsWorks, you can use Chef and Puppet for automating configuration, deployment, and management of servers across your Amazon EC2 instances or on-premises computer environments. OpsWork is offered in the form of AWS Opsworks for Chef Automate, AWS OpsWorks for Puppet Enterprise, and AWS OpsWorks Stacks.

AWS Trusted Advisor

AWS Trusted Advisor offers recommendations that can help you to follow the best AWS practices. The Trusted Advisor assesses your account using ‘checks.’ These checks help determine methods to optimize your AWS infrastructure, enhance security and performance, cut down expenditures, and monitor service quotas.

We anticipate that this article would have helped understand AWS tools used widely by technical professionals. So what are you waiting for? Just get AWS certified and outgrow your competitors!

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What Accessories Are Needed In The Bathroom: Tips For Choosing

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What Accessories Are Needed In The Bathroom: Tips For Choosing

Bathroom accessories help to furnish your day-to-day life, but their role is not limited only to this. Such items are also created in order to complement the interior of the bathroom, to make it more interesting and voluminous. That is why the choice of high quality bathroom supplies & products should be given no less attention than the choice of tiles or sanitary ware. Not sure where to start and what to look at first? This guide will help you!

The main bathroom accessories include:

  • Toothbrush cup.
  • Soap box or dispenser for liquid soap.
  • Towel holders.
  • Robe hooks.
  • Toilet brush (with stand).
  • Toilet paper holder.

In addition to this list, manufacturers also offer shelves for cosmetics, baskets for towels and dirty linen, mirrors, trash bins, headrests, bathroom handles and other useful things in everyday life.

Most often, bathroom accessories are made from:

  • Plastic.
  • Glass.
  • Ceramics.

Plastic is the cost friendly option, ideal for inexpensive renovations. Short-lived, but lightweight, not afraid of moisture, but it looks pretty simple. If you want something stylish and reliable, go for other materials.

Glass is expensive both in appearance and in price. It looks great in modern interiors. The main disadvantage is problems with leaving. Dried water droplets are very noticeable on the glass, so you will need to clean these accessories regularly to keep them neat.

Ceramics is a classic, durable, heavy, with smooth lines and beautiful design. Quality ceramics look solid and are ideal for classic-style bathrooms.

Often, manufacturers of bathroom accessories combine several materials in their products. The most popular combination these days is metal and glass. The combination of shiny steel and frosted glass looks especially beautiful. Such things are simply created for design in the loft style, minimalism, and industrial.

Tips For Choosing The Best

Regardless of what materials you will choose accessories for your bathroom, remember a few rules that should be followed when buying such products. It is advisable to choose products of the same brand, ideally from the same collection. So you get a harmonious ensemble that will look like a single whole.

  • Glasses For Brushes

Many toothbrush glasses have a wall mount that not only fixes the accessory in one position, but also allows you to free up space on the sink.

If the mount is not provided, make sure that the glass you like is stable and will not turn over from the slightest movement or the presence of one toothbrush in it instead of the provided two or three.

  • Toilet Paper Holders

There are open and closed paper holders. The former consist of a wall mount and a horizontal strip for fixing the roll, the latter have a body in which the paper is located. The open holder is more convenient to use and you can hang a roll of any shape and size on it.

Conclusion

The high quality bathroom supplies & products should be not only beautiful, but also comfortable. After all, the time spent in the bathroom sets the rhythm of the day and affects your mood. Make sure you spend this time in comfort!

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