Monthly Archives: February 2020

machine learning

Use of Machine Learning in Industry

Category : Blog

Use of Machine Learning in Industry

Machine learning is a process to execute any process without any explicit programming. It is a branch of Artificial Intelligence. Machine learning techniques are used to automatically find the valuable underlying patterns within complex data and make decisions.

Machine learning is a powerful tool that helps businesses analyze bigger, more complex data to uncover hidden patterns, reveal market trends, and identify customer preferences. Many companies have started implementing machine learning. They use machine learning to improve their user experience and services.

There are three most common Machine learning algorithms that companies use.

Supervised Learning

Unsupervised Learning

Reinforcement Learning

machine learning

Industry That Uses Machine Learning:

 

Machine Learning Application In Healthcare:

Machine learning is now highly used in Healthcare. Many people use wearables to track their daily health. They check the activity to analyze any health problem. Healthcare industries also use this wearables device to collect patient’s data and analyze them. They use this machine learning data to build insights. It helps to identify any vital signs and solve the patient problem.

machine learning in healthcare

 

Machine Learning Application In Finance Industry:

Machine learning applications in the finance industry growing day by day. Many financial companies use machine learning to identify insights data and prevent any type of financial fraud. This data helps to predict investment opportunities and time of trading. It also helps to improve other financial works.

 

Machine Learning Application In E-commerce Industry:

Machine learning Applications in E-commerce used heavily. Many eCommerce companies like Amazon, Alibaba builds their own machine learning tools to improve user experience.E-commerce companies use user data and process that data using machine learning. The algorithm recognizes the patterns and converts the data into useful insights. This data helps to recommend products to customers. It also helps to analyze customer buying behavior and interest. Machine learning tools also help to identify potential customers.

 

machine learning in e commerce

Machine Learning Application In Retail Industry:

Tools built by machine learning helps retail industries to analyze customer data. They can identify customer buying behaviors and interests. Machine learning algorithms can differentiate user data and helps to segment them according to their interest. It helps to target customers and personalized product recommendations.

 

Machine Learning Application In Automobile Industry:

 

Machine learning is now used in the automobile industry. Many Automobile companies, even the tech companies now use machine learning in automobiles. Driverless cars made possible because of machine learning. Soon driverless cars will be commercialized. The technology used in cars are built using machine learning. Driverless cars use location data, sensors data, cameras, and other technologies. The collected data analyzed by machine learning algorithms. This actually helps to improve the prediction and improve the user experience.

 

These are some of the industries, where machine learning is highly used. Machine learning is a new concept and researchers find new ways to implement it. Many companies still do not use machine learning. So in the future, many companies will adopt this and improve their service.

Although machine learning is automated, powerful and helps to analyze data it still needs human operators. Machine learning professionals are in huge demand. Learning machine learning will help You get lots of opportunities in these domains.


security testing

Why security testing is the need of the hour?

Category : Blog

Why security testing is the need of the hour?

 

Nowadays companies have to test all aspects of their software thoroughly to make it popular and profitable in the long run. The testers need to assess both functional and non-functional requirements to ensure that the software application is flawless. Security testing helps testers to check if the software is vulnerable to attacks, effective in protecting sensitive user information and behaving normally in the presence of the virus. Most cybercriminals nowadays use a variety of tools to execute malicious attacks. So the testers need to use advanced tools to assess the security of a software application effectively. Most cybercriminals nowadays use a variety of tools to execute malicious attacks. So the testers need to use advanced tools to assess the security of a software application effectively.

Yahoo! recently confirmed that a massive data breach occurred to their system in late 2014 and due to that, at least 500 million users account information may have been hacked. The statement by Yahoo spokes-person states that the account information may have included names, email addresses, telephone numbers, dates of birth, hashed passwords and, in some cases, encrypted or unencrypted security questions and answers.

 

security testing

 

What is Security Testing?

 

Security testing refers to the testing initiatives that are aimed at ensuring proper and flawless functioning of an application in a production environment. Security Testing is a type of Software Testing that uncovers vulnerabilities, threats, risks in a software application and prevents malicious attacks from intruders. The purpose of Security Tests is to identify all possible loopholes and weaknesses of the software which might result in a loss of information, revenue of the Organization.

 

security testing

 

Why is it important?

 

Security testing is not just finding vulnerabilities. This is a systematic procedure. The whole process is done by a Cyber Security expert. The expert first finds the vulnerability in the system then they report the problem to admin. Then they try to exploit the vulnerability. They try to launch a real-life attack and intentionally compromise the system to check its strength and weakness.

Insecurity checking experts measure different types of flows and launch attacks to exploit the IT infrastructure. They identify vulnerability in Network devices, Websites, and Android devices. This is the most critical thing that actually the main target of hackers.

 

digital security testing

 

How does it help?

 

The security testing not just helps to identify vulnerabilities in the It infrastructure. It also helps you to secure your system from any type of cyber attack. Companies didn’t aware of the security flaws in their system. Sometimes it’s not possible to build a security infrastructure because of high costing and experience. So hiring a security analyst company is the best choice. They can identify vulnerability and measure security strength and weakness. This helps you to fix the security in your IT infrastructure. So you can protect your company from any type of cyber attack.

The security testing is not only preventing the financial loss but also protecting the user data to slip onto the wrong hands of the hackers. Security testing ensures that your Network, Android App, Web Apps are well protected from any type of data theft, unauthorized access, and other security vulnerabilities.

 

 

 

       

     

 


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