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Is Python based Machine learning Useful for Cyber security?

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Cyber security

Programming language like Python is a suitable solution in the cyber security market. In the recent times, the role of Python for machine learning has acquired massive popularity. This has allowed data scientists, Python coders, ML engineers, and IT security experts to create a strong network of cyber intelligence systems that can protect modern digitalized ecosystems.

Let’s understand how Python machine learning courses are proving so useful in IT network security and cyber intelligence programs.

Cyber attacks have increased 300% since February 2020

The world of cyber security and threat management for IT companies has changed totally since the start of the COVID 19 pandemic. In the last 2 years, we have seen how big and small organizations have been targeted by cyber terrorists to extract money and ransom in the form of non-conventional currencies like crypto coins. With the growing demand to digitalize traditional IT systems, there is a lot of pressure on the IT teams and network administrators to not only find out vulnerabilities and gaps in the existing IT systems but also intelligently predict what’s going to happen if security measures are not up to the mark. We should know that no organization are100 percent safe from the cyber-attacks, and therefore, it is important for the industry leaders to build a strong foundation in IT security using reliable techniques. 

What is the biggest target for attacking teams?

Attackers are targeting from internal and external sources. In most cases, IT networking managers and security experts are able to find and fix internal threats. It’s the external attacks that put the companies at maximum risk. Machine learning is useful in predicting which attacking agents are more likely to target the external points of security concerns. 

IoT hijacks, personal information theft, phishing, and spamming are common and probably the costliest attacks you could think of. They cost billions of dollars to safeguard and retain ownership of. 

Healthcare data, financial data, marketing data, and IT customer data are potentially the highest form of data that attackers continuously keep an eye on, and whenever they find a loophole, they attack the system. Attackers are targeting every connected device you could possibly think of. While it’s great to adapt to the new class of connected devices, but leaving them unprotected and unsecured opens cans of worms that attackers like to exploit with a smile. 

According to leading researchers working with Python programming languages, it has been found that attackers exploit vulnerabilities linked to WiFi connections, hot spots, and Bluetooth access points. OEM manufacturers and device security software providers are utilizing Python for machine learning tools to automate the safety net to protect vulnerable devices. It has been particularly useful in securing devices connected to IT companies and remote locations. 

Why Python is the new AI favorite for security teams?

There are 100 billion data points in the world that could open up new security threats for attackers to take advantage of. These data points come from devices owned, managed, or serviced by some of the largest organizations, in public and private domains. These are largely owned by the government and military

You can consider every attack on these organizations as a form of cyber attack targeting the country or the region, and not necessarily the organization or industry. Therefore, AI engineers are trained with the intention to develop new technologies that can protect the interest of the country’s IT networks and military framework.

Large democracies like India, the US, France, Germany, Israel, etc spend billions of dollars on these security measures every year. If you are doing a project in security using Python Machine Learning techniques, you could be developing something in the context of Mobile app security, UPI payments security, Blockchain based cloud protection, and personal information security.

Why Python?

Well, firstly, despite its open source development legacy, Python retains security measures that ensure all its libraries are protected from external threats. Unless the programmers share it with the Python community, nobody from the outside is going to know the real science behind the working of the Python based security solution. Secondly, it is so simple to train with! Cyber security agents who may not necessarily have any previous experience with machine learning applications or their engineering can simply go to a Python coding platform and start using the extensive libraries to build a security framework with ML benefits.

Now, it takes 10-12 weeks to master Python for security solutions and implement them.

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What You Should Know About Cost Of SSL Certificate?

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What You Should Know About Cost Of SSL Certificate

After you’ve decided that an SSL certificate is necessary, you’ll want to think about how much cost of ssl certificate. An SSL certificate will typically cost around $60 per year. However, this number might vary widely. An annual fee can be as low as $5 or as high as $1,000, depending on how secure your site has to be.

Comparison of SSL Certificate Prices

Any information passed from a user to your website’s server is encrypted using a digital file called an SSL certificate. The cost of ssl certificate is primarily determined by the number of domains that will be secured by the certificate and the extent to which the domain’s ownership has been verified. Considering these factors, the various SSL certificates available today are as follows:

SSL Certificate for a Single Domain

This particular SSL certificate is only valid for one domain and its subdomains. When you have more than one domain under your control, you can only protect one. The annual cost of this certificate is as little as $5.

SSL Certificate for Wildcard Use

A wildcard SSL certificate also protects the first-level subdomains of a domain. For example, you can save not only example.com but also subdomains like app.example.com, and others. The annual cost of this SSL certificate begins at $30.

SSL Certificate for Multiple Domains

Secure your online real estate with a single SSL certificate that protects multiple domains and subdomains. You can secure many fields using the same SSL certificate, such as sample.com. The cost of this certificate is $60 annually.

Verifying the Domain (DV)

That is a simple verification that merely checks that you are the domain name’s rightful owner. It is typically granted within minutes and is ideal for bloggers and website owners who do not require personal details from visitors. A DV certification can be yours for about $70 yearly.

The credibility of the Company (OV)

Certificate authorities (CAs) validate your business’s identity and domain ownership before issuing an organization-validated (OV) SSL certificate. For website owners who don’t require customers to enter sensitive information (such as credit card numbers), OVL SSL certificates are an excellent middle ground between domain validation and extended validation. The annual cost of an OV certificate usually begins at roughly $150.

EV certificates

 EV certificates are issued only after the organization’s physical and legal existence has been verified. Since it has been subjected to the most stringent validation standards, it is considered the gold standard (and costs accordingly). A one-year EV certificate can be purchased for as little as $200.

How to Obtain a Secure Sockets Layer Certificate

In general, there are two options for getting an SSL certificate. The first option is to use an SSL certificate already provided by your website host, domain registrar, or website builder. That is a common practice amongst smaller companies because it is simpler for them. You can get a free certificate for a minimum of a year.The other option is to buy an SSL certificate from a CA, a third-party organization with authority to issue SSL certificates. There are various CAs to choose from, each with its advantages and pricing structures.

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Extend the Life of Solar Panels

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Extend the Life of Solar Panels

Australians are increasingly turning to solar energy as a cost-effective and renewable energy source. Solar panels are one of the most efficient ways to capture this energy, but they don’t last forever. With this in mind, it is important to take extra care of your solar panels to extend their life span and make sure you get the maximum benefit from them. But how do you achieve this?

Clean Your Panels

One of the main causes of solar panel degradation is the build-up of dirt, dust, and debris on their surface. A simple solution to prevent this is to ensure your panels are kept clean by washing them with a hose or soft cloth every few months. This will help maintain peak efficiency and keep the cells free from any dirt that could be blocking the rays from reaching them.

Check for Damage

Regularly inspecting your solar panels for signs of damage, such as cracks or broken seals, will help identify any areas of concern and prevent further degradation. If you do notice any signs of damage, it is important to have them repaired right away by a qualified technician. If you don’t want to get up onto your roof, these first two tips can be performed by professional roofing companies, so don’t be afraid to ask for help.

Use a Protective Coating

After solar panel system installation in Sydney, make sure to seal the panels with a protective coating. This will help reduce UV damage, maintain the strength of the panel’s material, and prevent moisture from entering through cracks or seams. Ask your installer what protective coating they recommend and make sure to reapply it every few years.

Keep Away Debris

Debris on your solar panels can decrease their efficiency as it blocks out sunlight. Leaves, branches, bird droppings, and dust can all create a barrier between the panel and the sun. With this in mind, inspect your solar panels for any debris and remove them as soon as possible. If you live in an area with frequent wind or storms, check the panels regularly to make sure no new debris has built up.

Use a Backup Battery

Installing a backup battery for your solar panels will help them last longer. A backup battery stores any excess energy produced by the solar panels, allowing you to use it later when the sun isn’t shining or during times of peak demand; this reduces the strain on your system and helps extend its life.

Conduct Regular Maintenance

As we’ve alluded to before, proactive maintenance is a key factor in helping your solar panels last as long as possible. Inspect the system for any loose connections or signs of corrosion, and clean the surface of the panels regularly to ensure they absorb all the energy they can. Additionally, have an electrician check all wiring connections every so often.

Protect Against Extreme Weather

Solar panels are designed to withstand a variety of weather conditions, but extreme temperatures can cause damage over time. To protect your system from intense heat, consider adding shade trees or installing shading devices on the panels themselves. Additionally, make sure snow and ice accumulation are kept at a minimum; otherwise, it will reduce how much sunlight can reach the panel and decrease its efficiency.

With all these tips, you can extend the life of your solar panels, enabling you to enjoy years of clean, renewable energy for your home or business. Staying on top of maintenance and making sure your system is secure from extreme weather will ensure that it continues to be a reliable source of power for years to come.

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5 Factors to consider before buying Daikin air conditioning

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Daikin air conditioning

Air conditioning is a vital part of every home. It helps maintain the temperature, control humidity and keep your family comfortable all year round. But how can you choose which model is appropriate for your requirements when so many variations are available? So that you can decide if Daikin air conditioning prices lead them to the proper choice for your house, as well as items to stay away from.

Size of air conditioning unit

It is important to consider size when looking for the air conditioning unit. You will need to know how much space you want to cool, how much space you have, and how many people will use the room. The size of your air conditioning unit can also impact noise levels. If you want a quiet team, look for one less than 20 decibels (dB). For comparison’s sake, normal conversation is about 60 dB.

Installation method

The installation method and process are some factors to consider before buying Daikin air conditioning. The installation method can be manual or automatic, while the installation includes ducting and piping work, electrical work and other activities. You should also know about your area’s air conditioning installation costs before investing in an AC unit.

Energy efficiency

Energy efficiency is a good thing. It means your air conditioner will use less energy, which saves you money and helps the environment. When an air conditioner, look at how much power it uses in its Energy Rating label. The higher the star rating of your Daikin air conditioner, the more efficient it is. Also, look at the Daikin air conditioning prices to choose the best piece for your home. 

Air conditioning features

After talking about the characteristics to look for in an air conditioner, let’s now go through how each of these features functions.

  • Indoor unit: The indoor unit controls the temperature inside your home by cooling or heating the air. The size of your home and its layout determine how many BTUs (British thermal units) are required to cool it properly. A good rule of thumb is to install an AC unit with at least 10 per cent more BTUs than necessary, so you have room to adjust as needed throughout the year.
  • Outdoor unit: The outdoor section contains all pumps, compressors, fans and other components that help move heat from inside your home out through a venting system and into the outside world, where it can be released into the atmosphere.Depending on whether you want cold air pushed directly into particular rooms or if you want it disseminated across various rooms via pipes running through walls like hot water does in your houses now, you can select between split-ducted systems and ductless units.

Filters and cleaning processes

When buying a Daikin air conditioner, you should be aware that filters must be changed and cleaned often. If you do not modify the filters regularly, your machine may break down and stop working. Filters also need to be cleaned periodically. The frequency with which you clean your filters depends on how much dust and dirt are in your home environment.

When the filter is dirty, it will increase the energy cost of running an air conditioner and decrease its efficiency because it takes more energy for dirt particles to pass through the filter before they reach their destination (usually outside). Changing or cleaning a filter can be done by simply pulling out an old one from its housing and replacing it with a new one when needed; however, some models have particular ways of cleaning their filters that could require more time than others, depending on what type of model they are.

Air conditioning is a significant investment. It’s essential to research and ensure you’re getting the suitable unit for your home or business. To learn more about Daikin air conditioning.

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