Machine learning technology is becoming more and more popular within the technology world. It has many benefits that come with using it, but there are some risks and mistakes that are made. Here are the top four learning machine learning mistakes:
Business Alignment
It is important to know how machine learning can benefit your business VS how your business can benefit machine learning. Most of the time people experiment with this type of technology and sometimes it doesn’t work out because everything turns out to be a test run. You will want to know what your business will need to grow and improve, then work with the right aligned machine learning technology. Before choosing this type of technology, you may want to ask these questions:
What problem am I having? Is it urgent?
Will machine learning help us in this scenario?
Poor Training
A good portion of machine learning technology is to store and solve data, this can also include cleaning data. It can either do too much or do too less, depending on the training. If you don’t do proper training, you and your business can decrease in productivity and effectiveness.
Data Quality
No matter if machine learning is just starting or has been working for a while, it is constantly inserting and solving data. But, not just any data. It has to be able to work with a high quality database. If bad data goes into the machine, bad data will come out. It is a good practice to monitor the quality of data being used.
Deployment Complexities
Using this technology is not easy, and most of the time it is hard to find the right resources to run this device. Stakeholders for example provide the most support for machine learning. You will need a good business alignment and good collaboration for machine learning to take off.
Have any questions about the right technology services for you or your business? WesTec services can help. Contact us with any questions you may have and follow us on Facebook, LinkedIn and Twitter.
Cloud computing and storage has increased in popularity. It has many benefits including security and effectiveness, but with time, cloud computing has become vulnerable to many risks. Here are five risks of cloud computing:
1.Misconfigured Settings
With many people using cloud computing, there is often a chance for a misab in the settings. A misconfigured setting is when some of the data stored in the cloud is not protected and it becomes breached. This is all because the purpose of the cloud is to make things fast and convenient and sometimes this causes more information to be less restricted. To fix this setting, it is ideal to check the cloud regularly and check the access permissions.
2. Poor Data Quality
When all your data is in the cloud, it can make it easier to overlook some information. Not only that, but when you share information via the cloud, it can make the information vulnerable to hackers and getting lost. To ensure the quality of your data, it’s a good idea to separate your data within categories and put security measures in place.
3. Employee Training
One of the risks when it comes to cloud computing is not properly training employees on the risks. Most of the time, data is stolen due to phishing scams and security breaches. These can be prevented by teaching employees on how to identify scams.
4. Security Policies
Insufficient security policies can hurt all data in the cloud. When a security policy is not correct, it puts so many things at risk. To ensure you have adequate policies, it is important to know who can access the cloud, what data should be in the cloud and what to do when a breach occurs.
5. Choosing the Provider
There are many cloud providers out there, and some aren’t the safest when it comes to storing data. Before determining what provider you want to use, make sure to research all providers.
Are you having trouble with cloud computing? Westec Services can help! Feel free to contact us with any questions or concerns.
Machine learning is a type of artificial intelligence that is capable of predicting, detecting and prescribing solutions to many equations. It is mainly used by inserting thousands of images or algorithms into the system, which causes it to recognize the data and know the difference between them. This creates an algorithm that can be used for digital chat bots, voice recognition services and spam detection softwares. But what are the pros and cons of machine learning?
Pros
When it comes to the pros of machine learning, there are many including prediction, detection and prescription. These complex machines are able to conduct data analysis fast and are more effective than any human. They can predict accurate information that can lead to more health and technological advances. Along with predicting information, machines can also detect this information at a faster rate than humans. They can detect data, images, voices and more. Not only can machines predict and detect information, they can also create solutions for certain algorithms. Scientists believe that machine learning devices can create solutions 100 times faster than humans. Machine learning can be used for many different areas of work or study, especially with the amount of tasks it can perform.
Cons
On the other hand, machine learning does have some disadvantages including data privacy and security. Machine learning can conduct many solutions including facial and voice recognition, which can be a problem for some people. When the machine does these types of tasks, many people argue that it is taking vital information from people and storing it internally. When the data is stored, almost anyone can access it, leaving a problem of data security.
The bottom line is that machine learning is extremely useful. Like other technologies, it has its pros and cons.
WesTec Services is your one-stop-source for all things IT support & consulting in Houston! Does your business require network installation, backup & disaster recovery, managed services, consulting, and more? We’ve got you covered! Contact us today.
It is no secret that understanding technology and their terms can be difficult. Especially with it always changing and evolving, it is hard to keep up with all the lingo. Knowing the basic machine learning terms will help you have a better understanding of the technology. Here are the top terms you should know:
Unsupervised Learning
Unsupervised learning refers to systems that rely on clustering algorithms. The main goal of this is to allow big systems or computers to a wide variety of information so they can learn and adapt to it. The downside to this is that each system needs to be programmed in order to use the information.
Robotic Process Automation (RPA)
This type of automation is simply using bots to carry out certain tasks. RPA’s work best in an environment that repeats certain tasks.
Linear Regression
Linear regression is a statistical algorithm that uses variables to predict values of dependent variables. The main idea of linear regression is being able to use independent and dependent variables to plot data on a line.
Deep Learning
Artificial intelligence is becoming more popular in the technology industry, and deep learning is a new approach to AI. Deep learning groups learning algorithms based on hierarchy. For example, the first layer of deep learning can consist of an algorithm based on color and as the layers go up, the level of the algorithm increases due to how important it is to the full algorithm.
Classification
Classification is grouping objects, ideas or information into categories. This can be useful for any type of algorithm or machine learning. It keeps track of data and allows the user to select certain information or objects to send out or edit.
Struggling to understand machine learning terms Minimize the downtime spent searching for solutions and outsource IT support with WesTec Services! Interested in learning more? Contact us today! Don’t forget to follow us on Facebook, Twitter, and LinkedIn!
When it comes to your business’ IT, it can be overwhelming and often confusing. Having a managing service run all your IT, it can eliminate any stress associated with it. Many benefits include cost, time, effectiveness and less overall stress.
Cost
Most managing service providers work directly with the client to ensure the best pricing options for your IT department. This may include a better way of securing data, sharing documents, communications and more.
Time
One of the biggest benefits of a managed service is that it will give you and your business more time for other things. Handling IT services on your own can take up lots of time, leaving you scrambling to finish projects. A managing service can take everything IT off your hands and ultimately free up some time.
Effectiveness
IT can be difficult to understand, so when businesses try to handle all their IT items, they can do things incorrectly. This will decrease your efficiency and often prolong tasks. When you let a service handle everything IT, they will ensure that everything will be correct and allow you and your business to work effectively.
Company Improvements
When companies are growing and hiring more employees, they tend to depend on their technology department to be able to provide all necessary information and items needed. When a managing service is in control of IT, they can be ready for your company to continuously grow and change without having to worry about when things will be prepared.
Stress
IT itself can be incredibly stressful. This high amount of stress can harm work efficiency and be detrimental to the company. Hiring an IT managing service team will take all the stress off of you and your employees. They will do their job, to ensure that you can do your job.
WesTec Services is your one-stop-source for all things IT support & consulting in Houston! Does your business require network installation, backup & disaster recovery, managed services, consulting, and more? We’ve got you covered! Contact us today.
In the new age of technology, everyone is wanting to protect their data, especially for their business. VPNs and Proxies can both be used as a barrier to protect vital information from being stolen or hacked. But which one is better for you and your business? Here is a breakdown of VPNs vs Proxies:
VPNs
A VPN, or Virtual Private Network is an established private service that is used when connected to a public internet network. It provides a user with a different IP address before connecting to the service. It creates a secure connection of different destinations that ensures the privacy of data and information. When using a VPN, it will encrypt any information being sent so it can further be protected. People can easily install a VPN through their computer or an app. Not only that, but certain VPNs give the user the ability to change their location of the IP address.
Pros and Cons of VPNs
Pros of VPNs include:
Encryption of all data
Filter everything on the website
Higher security coverage
Cons of VPNs include:
Can make connection speed slower
Some VPN softwares are expensive
Pros and Cons of Proxies
Pros of proxies include:
Cheaper than VPNs
Can balance traffic loads without slowing down the connection
Can be used with big companies and servers
Cons of Proxies Include:
Less secure than VPNs
Some proxies can track certain information including passwords
Proxies
Proxies are simply a barrier between the user and the internet. The proxy acts as a filter when entering data on a website, securing any data that may be at risk. There are many different types of proxies including, forward proxy, reverse proxy, transparent proxy and anonymous proxy. All do the same thing but act upon it in a different way.
Which One is Better?
When it comes to which one is better for you, there is no definitive answer. They both successfully protect user identity and information. They both have pros and cons and it is important to do research in order to find the perfect option for you.
WesTec services can assist you with any IT questions or services. We offer skilled expertise in all technologies and are ready to help. Contact us for any further information on data security and how to protect yourself.
A hardware refresh cycle is when you upgrade you or your company’s hardware and software as needed. Benefits include saving information, increasing efficiency, and improving safety. Here’s how to develop a hardware refresh cycle:
1. Assess Your Hardware Needs
Any hardware refresh should start with a closer look at your systems. This means knowing what kind of hardware it is, how old it is, and how much storage is used. This will better prepare you for the updates.
2. Future Needs
After knowing what hardware you have or what it is lacking, you will want to conduct some research and decide what routine updates will be required of your hardware in the future. This is also a good time to locate receipts, and know purchase dates and any warranties you may have.
3. Disposal of Old Hardware
After assessing your current hardware, you may need to upgrade the system completely. In order to do this, you will want to make sure the hardware company has a warranty program. If they do, you may be able to get it replaced at a lower price. If not, this is when you will want to wipe your system and properly dispose of it.
4. Different Types of Hardware
You may not know that there are many different types of hardware including, personal computers, central processing units, random access memory, hard disks, internal hard drives, mobile devices, and servers. It is important to choose the right one for you or your business.
5. Purchase
Once you have an idea of what software you want, you can choose to either purchase it or lease it. Both have their pros and cons. For more information on buying vs leasing IT equipment, read here.
Keeping your hardware up-to-date will not only increase productivity, but it will also improve your business’ safety. It is important to conduct a hardware refresh cycle regularly.
Not sure what technology is better for your business? Westec Services can help! Feel free to contactus for more information or questions you may have.
Today’s technology is constantly changing and evolving, oftentimes leaving our vital personal information at risk of being sold, leaked or taken. But did you know that there are certain laws in place to protect your data? Here is everything you need to know about data privacy laws in the US:
US Privacy Act of 1974
The US Privacy Act was passed by congress in 1974. The main purpose of this act is to protect the privacy of individuals and prevent unwanted invasions of their privacy or data from federal companies. This includes the closure of personal information. Some key points of this act include:
All citizens have the right to any data held by the government
Citizens can correct or change any data
Sharing information between different federal corporations is prohibited
FTC Act
The FTC or the Federal Trade Commission Act is another important privacy act in the US. It was first introduced in 1914 and is used to enforce the protection of data and privacy of individuals. This act is also used in court to investigate data violations. Similar to other data privacy laws, the FTC focuses on the use of equality and prevents deceptive acts that may affect commerce.
HIPAA
Personal medical information is one of the most vital pieces of data that is protected. HIPAA, or Health Insurance Portability and Accountability Act protects all forms of medical information. This act sets limits and uses disclosures in order to get medical information private and secure.
FCRA
Credit scores and anything pertaining to credit card agencies are protected under The Fair Credit Reporting Act. This act’s purpose is to establish fair, equal and private information that credit card agencies might have. This also prevents certain companies from selling your information to other companies.
Having all your information online can be scary, but just know that there are laws in place to protect you and your information.
Technology can be confusing, and it’s important to know your rights! Have any further questions on internet privacy? Contact WesTec today! And don’t forget to follow us on Facebook, Twitter and LinkedIn.
Data loss can happen to anyone or any business. It can be frustrating, especially when you aren’t aware of why or how it happened. Most data loss happens when you least expect it. It is important to know when your data is at risk of being lost. Here are the most common causes of data loss:
Human Error
We all make mistakes one way or another. When data is lost, most of the time it is due to accidentally deleting information or not backing it up. When this happens, some information can be restored through recycle bins or the internal software file. This is frustrating, but can easily be solved by setting up an automatic backup system.
Viruses
Viruses are very common, and are often the culprit of data loss. These pesky viruses can enter your system through unsafe links or downloads. Once they get into your system, they can delete any and all of your information. In order to prevent viruses, there are many guard softwares that will protect your devices. Depending on which guard software you have, it will need to be updated regularly to conduct scans and security checks. Without guard software, you can protect your information by paying close attention to certain emails or downloads that may be sent or presented to you.
Power Outages
Power outages can happen anytime, and most outages cause data loss. Similar to human error, it can be prevented by constantly saving your information and backing it up. The trickiest part is that you don’t know when a power outage will happen, so it is important to regularly save your data. However, most of the time when a power outage happens, most systems will automatically save, but you should also take precautions in your own hands.
Hackers
Recently, hackers are becoming more common when it comes to data loss. Hackers usually enter your system due to poor quality servers, weak firewalls, or using common passwords. There are many ways to prevent hackers such as strong passwords, safe web searches and guard softwares. Unfortunately, information that is stolen from a hacker cannot be restored, which is why it is important to have effective cybersecurity measures.
Have any questions about the right technology services for you or your business? WesTec services can help.Contactus with any questions you may have and follow us on Facebook, LinkedInandTwitter.
Are you interested in creating your own startup? Are you afraid of any cyber risks? Any business, especially startups, are at risk for cyber attacks. These attacks can be detrimental to a business or online presence. It is vital to know what these attackers are looking for and how to protect yourself. Here are some tips to secure you and your startup from cyber attacks:
Account Admin
Depending on how big your startup is and how many accounts will be online, it is a good idea to have one admin account. This means the one admin account will have the authority to grant access to fellow accounts and ability to download data and software. This will cut back on online vulnerability as only one person will have access to important data. Along with an admin account, you can also unlock certain data and access to different accounts within the startup. For example, you can grant access to the financial department of bank account statements and billing information. Not only will this limit the risk of cyber threats, it will also cut back on time that the admin would have to grant access every time.
Strong Passwords
Having strong passwords isn’t a surprise when it comes to cybersecurity. But, the top way hackers get into systems is going through weak passwords. In order to stop this, it is recommended that every password should have a capital letter, special characters and numbers. It is also important to never share passwords.
Multi-Factor Authentication
No matter how strong passwords can be, hackers can still find a way in. Thankfully, more systems are requiring a multi-factor authentication process when logging into an account. This means that even if someone has your password, it can require a phone number or email to fully login. Most online softwares offer this level of security, you just have to authorize it.
Knowing how to protect you and your startup from cyber attacks is crucial. With selecting admin accounts, strong passwords and multi-factor authentication process, hackers will have a harder time logging into your accounts.
Cyber threats can be irritating and hard to effectively prevent them. WesTec services can help you in any way. We offer skilled expertise in all technologies and are ready to help. Contact us for any further information on phishing and how to protect yourself.
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