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How do you stand out from all of the clutter and get your audience to take notice?

People are exposed to messages (i.e., content) consistently – so much so that it becomes noise.

There are fundamentals that have to be addressed, such as taking the time to identify and define your personas, but it is also just as imperative to know what type of content will grab their attention.

We’re often worried as marketers, business owners, SEO professionals, and content writers, of creating content that is different from everyone else in our field.

What if we lose our audience?

What if we’re too different?

There is a time and place for safe content, but there is also a time to be interesting, different – and even edgy.

To get an outside perspective of other ways marketers avoid safe and boring topics, I reached out to Dustin Diehl, Director of Content Marketing at Digital Current and Troy Pottgen, Co-Founder of Narwhal Stories.

Diehl’s Advice:

1. You Aren’t the Hero of the Story

The minute you make your brand the focal point of your content is the minute you lose your audience.

Your customer is the hero — bring them into your brand story, show them the integral role they play.

Having clearly defined personas or customer segments help you identify what’s important to your customer and how to engage them.

2. It’s Not Just About Keywords

If your content creation strategy is based solely on keyword research, it isn’t much of a strategy.

You have to analyze your keyword research through the lens of your content strategy (the overlap between brand goals and audience needs).

Only then will you be able to determine which keywords are truly going to resonate with your audience and map back to your business objectives.

3. Stand Out from the Crowd

Is everyone creating content about AI? GDPR?

Sometimes the hot topics are unavoidable — but if you can’t provide a unique perspective on trending topics, you’re just contributing to the noise.

If you really want to avoid groupthink, take a look at what your competitors are doing … and do the opposite!

Filling a gap in the conversation is a great way to push your thinking and engage your customers.

4. Learn from Your Mistakes

If you aren’t measuring what content is working and what content is falling flat, you’re missing out on valuable signals.

If your recent listicle or downloadable whitepaper failed to get the traction you were hoping for, your audience is most likely trying to tell you something.

Rinsing and repeating will likely serve up similarly disappointing results.

5. Be Nimble

Evergreen content is an important part of any SEO and content marketing strategy — but it rarely has the opportunity to capture trending topics or cultural vagaries.

Leave room in your editorial planning for ad hoc content that taps into themes important to your audience at specific (and perhaps fleeting) moments in time.

6. Mix Up Your Editorial Planning

Are you creating editorial calendars by yourself, or with a go-to team of strategists and writers?

It’s time to mix it up.

There are wonderful content stories hidden at every level of your business (or your client’s business) — you simply have to create an environment where they can flourish.

Invite a member of the call center to your next planning meeting.

Ask a product marketer to contribute some topics that excite them.

Plan an interactive editorial brainstorm.

Invite a representative from every department to participate.

Getting outside perspective is a great way to add diverse voices to your content mix, and will have your editorial calendar feeling fresh and exciting in no time.

7. Why Is Great Writing so Important?

“Great stories happen to those who can tell great stories.” – Ira Glass

Great writing is important for exactly what Glass says, but also because a true tragedy for any business or organization would be to work hard to build a useful product or provide a meaningful service, but then fail to explain it in ways that resonate with stakeholders (not just customers, but employees, vendors, shareholders and the communities you work in and serve).

8. What Innovations Have You Seen in Your Sector? Commercials

Traditional approach has been to tell/show your products, give a call-to-action and wait for sales.


Now we share our story to talk about not only our what (product or service we’re selling) and how (process we use to make product or provide service), but also our why (reason for being).


We are seeing this more and more.

The sharing of your purpose through thoughtful storytelling and the providing of events or activities that show your brand understands and maps to the ways customers want to engage with your brand.

Doing this develops more immersive, emotional, and transactional experiences for your customers in both the online channels they are on and the offline experiences they appreciate.

9. What Are the 3 Biggest Things You’ve Learned Over the Past 3 Years? Give yourself permission to ask “What if?”

You have a brain. It’s wired in its own way, uniquely for you. And however you’re using it right now, there are more applications, more uses for it. Have confidence in it and yourself.

I can’t promise you every other application of your creativity is better than what you’re doing now, but I can promise you there’s always another one out there.

Remember: the answer is always NO if you don’t ask.

Share what you’re thinking, dreaming, doing. Be honest. Don’t be afraid to reach out.

We are naturally curious people, and the good ones of us will get excited by that curiosity and look for ways to help. So tap into that curiosity and positivity.

It truly takes a village.

I’ve been honored and inspired through participation in programs like Valley Leadership that have shown me just how many great people and organizations it takes to fill in the gaps and keep this state running and its citizens supported through education, healthcare, public safety, conservation and other issues impacting Arizona.

10. Knowing the Whole World Would Hear It, What Plea Would You Make?

“Service is the rent we pay for being. It is the very purpose of life, and not something you do in your spare time.” – Marian Wright Edelman, President of the Children’s Defense Fund

Edelman spoke at my college graduation at the University of Illinois, and these words have stayed with me throughout my life since then. Each of us has been blessed with certain gifts.

But I don’t believe they were given to us just for us – in fact, I would argue they are wasted on us if we only use them to serve ourselves. Rather, they were given to be shared with and used for the benefit of others.

11. Become a Hoarder

At one point in my writing career, I was producing more content than any one person should tackle.


If I told you how many articles, landing pages, and blog posts I was writing each month, you would think I was insane.

One of my secrets was a little green folder I kept in the drawer of my desk.

If I heard something intriguing on television or radio, I would do the same thing — I would simply jot it down and save it.

Not all of these items were relevant to my clients, but they did inspire creativity.

When it was time to write, I would go through the folder and think of how I could use the topic, format, etc. for my own article.

Trust me. It works.

12. Break the Rules

Almost every activity has a set of predetermined rules and ways of doing things.

Some of the most famous inventors, artists, and writers weren’t afraid to break the rules.

Who says you have to write the standard blog that follows the format, topic, and style of everyone else in your industry?

Break the rules.

13. Look Outside Your Field

However, looking beyond our competitors when it comes to content topics can help uncover a goldmine of ideas.

For example, if you come across a great article that has nothing to do with your field, dissect it. Analyze it. Re-mold it.

In other words, think of ways you can use that article as a guide to creating your own content masterpiece.

14. Embrace Uniqueness

This tip definitely depends on your industry, because it won’t work for all of them. Creating something edgy or shocking can get you attention, but both good and bad.

If you go this route, you need to first consider the risks and rewards associated with creating this content.

I would consider my target audience and reference my personas. Would they find this content intriguing and shocking (in a good way)?

Below is an example of what I am referring to. This company is the client of a friend Cathie Dunklee-Donnell at Ducktoes.

Closing Thoughts

Don’t fall into the trap of only creating safe and boring content. Stand out. Be bold. Be brave. Have some fun.

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14 Ways To Fix Keys Not Working On Laptop (Troubleshoot & Fix)

Laptops are convenient as they are portable, among other functions and features they possess. A broken keyboard can be a big problem, especially if you use your laptop for important work.

But a laptop will break down at some point, just like any other machine or gadget in your home.

One common issue laptop users face includes keyboard failure, where some or all keys stop working.

Some of the activities you could do to fix the keys include restarting your laptop, cleaning the keyboard, changing your keyboard drivers and settings, adjusting the keyboard layout, and consulting a laptop technician.

At times, you can only use one method, and it works. In other instances, you need to try several ways before finding one that addresses your PC’s keyboard issue.

This article will take you through several solutions to help fix the unfortunate situation. Try to follow them through until you find a solution that works for you.

When you notice that all or some of the keys on your laptop are not working, start troubleshooting by checking various parts and settings.

Here are some of the activities you can do to try and find or fix the issue:

Keyboard failure is an indicator that something could be wrong with your laptop. The first action to take is restarting or shutting down your laptop.

You do not need the keyboard to perform these actions, as you can use the mouse.

Simply obey the below steps to restart your Laptop.

Tap the Power Button Icon below the list of options presented.

Select either Restart or Shut Down based on your preference.

If you choose to shut down, wait for a few seconds before switching On the computer.

Try the next method when you shut down or restart your laptop and notice nothing has changed.

It is tempting to begin random fixes without a clear plan. You first need to take the time to determine whether the problem is the keyboard hardware or software. If you make that your starting point, your work will be easier and less frustrating.

When you come to that realization, it is time to discover the state of the keyboard in a pre-boot setup. The test will help you determine whether the root of the problem is hardware or software related.

If the keyboard works perfectly in the pre-boot environment, you may need to look into software solutions, as the problem is not hardware-based.

Follow these steps to test your keys in a pre-boot environment:

Tap the Settings Icon.

Key in the word Recovery in the Settings Search Box.

Tap Recovery Options as soon as the word appears on the suggestions list.

When your laptop reboots, select Troubleshoot from the list of options.

On the screen presented, tap Advanced Options.

Tap Command Prompt on the Advanced Options section.

You can start testing your keyboard when the Command Prompt opens.

If it appears to be a hardware problem, you may consider one of the following solutions:

Try the next fixes to see if it solves the hardware problem.

Give it to a computer hardware technician in your local area to trace the fault and fix it for you.

You can also attach an external keyboard to your laptop.

When was the last time you cleaned your keyboard? Most times, when laptops experience issues, the first thought is that it may be a hardware problem or something complex. However, it is essential to note that simple things, such as the accumulation of dust or debris over time, can lead to the failure of some parts of a keyboard.

It is typical for dust to accumulate over time. However, the accumulation of debris might easily be due to some of your habits. If you often eat while using your laptop, crumbs may fall and find their way into the keyboard, which may cause keyboard issues.

Too much dust or debris may hinder the proper functioning of your keys as they may get clogged over time. Here are some of the ways you can clean your keyboard:

Using a small brush

Using a microfiber cloth to wipe the keys and remove any debris gently.

Spraying a can of compressed air in between the key spaces

Apply some rubbing alcohol on a soft cloth to remove any dried liquid or dirt stuck on or within the keys on your laptop.

It is recommendable to have a proper laptop maintenance routine to ensure your gadget is in good condition. A laptop in good condition will serve its purpose for an extended period. You can schedule the laptop maintenance routine and scatter the dates throughout the year. It could be once in four or six months.

Aside from that, you can also avoid eating while using your laptop to avoid the accumulation of debris.

You can follow these steps and guidelines as you clean your laptop to avoid damaging your gadget:

Ensure you first switch off your laptop and disconnect it from any power source for your safety and that of the computer.

Flip your laptop so that the keyboard is upside down to make it easy for any debris to fall off. You can also use cleaning slime or the sticky side of the tape to eliminate any additional debris.

Use a compressed air blower to blow out any dust.

Apply some rubbing alcohol on a soft cloth and wipe through the entire keyboard. Use a reasonable amount of rubbing alcohol to avoid soaking the keyboard.

Use a dry cloth once done to give your keyboard a polished look.

Give the keyboard time to dry before using it again.

If cleaning the keyboard doesn’t solve the problem, explore the next options.

Malware and Viruses disrupt the usual functioning of your laptop. Your keyboard may be affected as a result. No specific virus may be pointed out as one to cause keyboard failure since a keyboard has no ROM.

If some keys or all the keys on the laptop keyboard are not working, the root problem could be malware or a Virus.

Scanning and eliminating malware or a virus from your Windows PC is possible. You only need to follow these steps:

On the Search Bar next to the Windows Icon on the bottom left-hand side of your screen, type Windows Security.

Select Windows Security when it appears among the options presented.

Tap Scan.

Tap Scan Now to kickstart the process.

The scan may take a few minutes to do a thorough run, so ensure you exercise patience as you await the completion. After the whole process is done, your Windows PC will restart. The scan will work as needed by detecting and removing any malware or virus.

If you suspect the laptop keyboard failure may be due to software issues, take some time to review or inspect the keyboard drivers and settings. At times, a typical occurrence is that the driver that helps manage your keyboard may be having issues due to reasons that include:

The installation of third-party software

Switching off your laptop without using the recommended shutdown command.

You can start by updating the keyboard driver using these straightforward steps:

On the Search Bar next to the Windows Icon on the left-hand side of your screen, type “Device Manager.”

Tap Uninstall Device.

Reboot the Computer.

Windows will then automatically identify the uninstalled keyboard and will, in turn, reinstall the recent driver for that specific keyboard.

Some software settings may also lead to your PC’s keyboard not performing optimally. You can adjust some more settings to improve the chances of fixing your laptop. Here are a few more steps you can follow:

On the Search Bar next to the Windows Icon on the left-hand side of your screen, type “Control Panel.”

Select the Ease of Access section.

Under the Ease of Access Center, tap on “Change How Your Keyboard Works.”

Turn off Use Sticky Keys by swiping the Toggle Bar.

Having the filter keys on is one possible reason your keyboard may have some issues. Follow the steps below to turn off filter keys on your windows:

On the Search Bar next to the Windows Icon on the left-hand side of your screen, type “Control Panel.”

Select the Ease of Access section.

Under the Ease of Access Center, tap “Change How Your Keyboard Works.”

Turn off Use Filter Keys by swiping the Toggle Bar.

If the laptop key issue is wrong or incorrect characters when trying to type, that could be an element of the keyboard layout. High chances are that the keyboard layout may have been altered unknowingly. You can go through the layout on your Windows laptop and adjust the settings using the following steps:

Select the Settings Icon from the list of options presented.

On the Settings Section, tap Time and Language.

Ensure the Windows Display Language is correct in English (United States).

Select the language you prefer or what you understand best.

On the screen presented, under Keyboards, ensure that the format is displayed. For example, US-QWERTY if your keyboard is in that format.

Sometimes fixing something involves having alternative options. Getting an external keyboard should be among the options to consider when the keys on your laptop are not working.

An external keyboard will enable you to go about your normal operations or processes as you look for ways to fix the in-built laptop keyboard. It will save you time and agony. Aside from that, it also presents numerous benefits.

Here are some benefits of an external keyboard:

Easily Replaceable – An external keyboard is easily replaceable, so you need not worry about your laptop keyboard malfunction disrupting your everyday operations. For example, you can immediately replace an external keyboard by ordering online from a well-known platform like Amazon.

Preserves your inbuilt laptop keyboard – By using the external keyboard for a while, you are protecting the inbuilt laptop keyboard from wear and tear. You get to preserve your inbuilt keyboard as you perform all typing tasks on the external keyboard.

Prevents Wrist Injuries – If you spend a huge chunk of your day typing, there is a risk of developing wrist tendonitis. It is a condition that develops when the tendons in your wrist are in constant motion. An external ergonomic keyboard has a design that makes users comfortable. Your arms, hands, and wrists will not strain as you type.

An onscreen keyboard could be a short-term alternative if your laptop keys stop working. Follow these steps to turn on your onscreen keyboard:

Select the Settings Icon from the list of options presented.

On the Settings Section, tap Ease of Access

Scroll down to the interactions sections and select Keyboard.

Under the Use Your Device Without a Physical Keyboard, Turn On Use the On-Screen Keyboard.

You can use the on-screen keyboard even when your laptop does not have a touchscreen. The keyboard appears on your screen, and you can use your mouse to tap on the keys.

Using an on-screen keyboard may be slow or challenging, but it is an excellent way to stay productive while waiting to fix your keyboard.

Fast StartUp is a standard option on Windows. Enabling Fast StartUp allows Windows to boot faster than usual. However, enabling the setting may affect your external keyboard and how it functions. It could be the reason why some or all keys need fixing. The best way to go about the situation is to disable Fast StartUp.

On the Search Bar next to the Windows Icon on the left-hand side of your screen, type “Control Panel.”

Select Hardware and Sound.

Tap Power Options.

Tap Change Settings That Are Currently Available.

Ensure you uncheck the box with Turn On Fast Startup.

It may sound odd, but when trying to find and fix an issue, you need to consider looking into all areas. A battery could be among the causes of keyboard failure, especially when it overheats often.

Also, batteries may sometimes begin to expand over time, which creates pressure on other parts of your PC. The keyboard is well-known to suffer from the pressure caused by the battery expansion.

Remove your battery carefully and plug in your PC to a power source. Test the keyboard again to see whether it is working. If the keyboard works, your battery is the issue, and you may need to replace it as soon as possible.

However, if your keyboard does not work even after removing the battery, the root cause could be elsewhere. Try another way to fix the keyboard.

If you recently got your laptop, you are probably still within the warranty period. Most reputable laptop manufacturers and retailers have support lines where you can call and air your concerns. Contact them if you have a defective keyboard with significant or minor issues. You should get a quick response and guidance on how to go about the issue.

In most cases, they will either help by guiding you on how to fix the issue, repair the laptop for you or do an immediate replacement. A new or relatively new keyboard should be without any flaws, as the expectation is that the manufacturers and retailers practice commendable quality management.

Before you give your laptop for fixing or a replacement, ensure you back up all your data. You can back up the hard drive or remove it and keep it until your laptop is back. That way, you do not have to worry about losing important data.

Consulting a laptop should be your last resort when nothing else from the options mentioned works. The option is recommendable because a professional will inspect and conduct any necessary tests to find the issue. In the process, a laptop technician may find other issues, so by the time they are done, your laptop will be in a good state.

When looking for a reliable laptop technician, you should consider the costs involved. Also, seek recommendations from family and friends before settling on a laptop technician. You can also look for one online but make sure you do your due diligence.

A professional laptop technician will help save you time, mainly if you depend on your laptop for essential work. A professional will most likely work with your timelines or give you a period within which they can get the work done.

Some professional laptop technicians offer a warranty period. A warranty period means that if your keyboard malfunctions within that period, the technicians will repair it cost-free. A warranty period will make you less worried because it is a reliable backup plan.

It must be frustrating to open your laptop to do some work or watch something and then discover that your keyboard is not working. The article guides you on some possible reasons for keyboard failure. You also get a list of ways to fix the issue.

Some of the common problems you may encounter include some or all of the keys of your keyboard not working. It is a normal occurrence, meaning you do not need to panic or think you are out of luck. You only need to realize that it could be a software or hardware issue.

Some significant causes of keyboard failure include physical damage, accumulation of dirt and debris, an outdated driver, or improper settings.

Most issues around laptop keys are fixable, as numerous ways exist to resolve the issue. You can first take up the challenge and start troubleshooting or carry out a series of activities to help solve the problems.

You can get a compressed air can on most popular online stores like Amazon. While on the official website, ensure you type the exact words and look through the list.

You can easily shop for an external ergonomic keyboard from the comfort of your home. Ensure you search and shop online from reputable stores like Amazon.

Creating Schoolwide Pbl Aligned To Common Core

Green Street Academy is a two-year-old public middle and high school in urban Baltimore, Maryland. One of the school’s focuses is to embrace the green eco-sustainability movement and the new career paths it will generate. Like most schools, GSA is designed around extremely high academic standards that capture students’ imaginations, stimulate their curiosities and inspire their successes. Unique to our program, though, is that last year we began the process of transforming the entire school to a true project-based learning (PBL) environment by the end of this school year. Here, are some of the transformation experiences — both positive and negative — we’ve had since beginning the shift.

The transformation of a 300-student middle school from a traditional lessons and units curricular approach to a true schoolwide PBL pedagogy is not an easy process, and it required us to work on several interrelated fronts. Specifically, these were:

Before approaching systemic change, we first considered the most prevalent instructional models. What we saw over and over again were relatively autonomous and singular teachers working with discrete groups of students. They were using directive instruction modes designed to impart information and learning within a specific topic area, often in isolation from other topic areas, and they were having inconsistent student achievement results with inner-city middle school populations.

We also saw that our school reform efforts attempted to bring “best practices” to that common instructional model by introducing research-based elements such as multi-sensory and differentiated instruction, while also encouraging faculty to work together in cross-curricular planning. We were concerned, though, that despite applications of the best reform initiatives, too many of our students still did not achieve to their potential; that authentic learning (which we believe so critical to urban student success) was largely missing; and that the fundamental issue of how to teach critical thinking was rarely addressed as an integrated element of instruction.

Project-Based Learning Model at GSA

In contrast with that traditional approach, several of our faculty came together to design a true PBL environment in which our teachers taught in a very different manner, creating a new pedagogical relationship between learning and teaching. That relationship meant that, rather than working in relative isolation, our faculty worked together to create and implement standards-based projects. Rather than acting as directive teachers, our faculty members were more like coaches in a student-led inquiry environment. Rather than relying on books and worksheets, our faculty led students through a less certain learning path. Rather than perceiving critical thinking as a “result” (of directive teaching), we saw it as essentially an immersion mode in which exploration informs and develops students’ thinking processes.

In order to make that true PBL environment a reality, last semester (spring 2012), GSA ran two pilot PBL initiatives. Those pilots were designed to a) introduce PBL to our students, and b) provide teachers with the time and authority to design how PBL looks at the school. One of those projects involved the entire sixth grade (over 100 students and four faculty members), and one involved the eighth-grade Language Arts and Science classes (100 students and two faculty members).

How Project-Based Learning Works at GSA 1. Standards Map

Those pilot projects enabled us to identify and create particular process supports, which we developed and honed before, during and after the pilot experiences. Specifically, we saw that we needed a comprehensive, cross-curricular, Common Core-derived Standards Map that visually explicated every standard across each discipline — literally a diagram on a large whiteboard of each subject area’s standards across the school year.

We also saw another benefit of the Standards Map; it enabled us to globally review the standards to determine which could stand alone, and which had to be clustered together.

For example, a standard related to identifying the topic sentence may be arguably met as an isolated element, whereas a standard related to calculating square roots must be bundled with other math building blocks. Understanding which standards must be bundled then directly informed how we developed our next step.

2. Project Route

With the Standards Map in place, we were able to build a Project Route that outlined a project through time with specific skill sets and that overlaid the Standards Map. Our faculty members saw this as a great opportunity for creativity, as this was where they actually designed a “big question” project. We saw these steps as critical, as they attached concrete learning goals to any given project.

3. Preparation for Success

Once the Project Route had been created, we could then identify Preparation for Success classroom modules, which are needed for scholars to be successful in completing a given project. In addition, we identified which standards were not met by the project scope and planned auxiliary methods to meet those requirements. Finally, we identified student evaluation instruments to use throughout the project, including the culminating product.

Those support elements presupposed a curriculum that was concise and delineated over time. With the Standards Map derived from the Common Core, curricular requirements and project-based learning projects at GSA are now coupled to a very high degree. Once any given project has been created and the Project Route determined, we easily see what resources are necessary to the project’s implementation. Those resources may be physical tools and materials, or they may be personnel offering support in technology, special education or the arts.

Pilot Project Lessons Learned

After our first week of pilot project implementation, we identified several critical “lessons learned.”

Getting To Know Windows 10 Safe Mode Better

Getting To Know Windows 10 Safe Mode Better

Safe Mode starts with minimum drivers

It uses the standard VGA graphics mode which is compatible with all Windows video cards

Windows 10 Safe Mode Options –

Now regarding the Safe Mode, you will see three options namely

1. Enable Safe Mode

2. Enable Safe Mode with Networking

You must use this mode when there is a need for internet for the functionalities that you are going to carry. For instance, for downloading important drivers and services

When you select this type of Windows 10 Safe Mode, Command Prompt is set as your default interface. Use this option if the above mentioned haven’t proved to be useful and your start screen, taskbar, and desktop are not loading properly

Reasons Why You Might Have To Boot Into  Windows Safe Mode

Let’s talk about some situations when it might be necessary for you to enter into Windows Safe Mode.

1. Scan Windows for Malware

While you may have the notion that your antivirus might alone be able to tackle all the malware. But, the fact is there are viruses and malware that could duck your antivirus too. The first thing that you should do to fight any antivirus of malware is to use a good antivirus like Advanced System Protector. Its powerful engine backed by a database of over 10 million spyware definitions regularly protects your Windows computer from adware, malware, spyware and phishing scams.

The next thing that you should do is to start the Win 10 Safe Mode using one of the ways mentioned below. There are chances that you might be having some issues installing the antivirus in normal mode. With Windows 10 Safe Mode you should be able to install the antivirus with the utmost ease.

2. Updating hardware drivers

Presuming that your Windows PC is not reacting positively to hardware drivers or your PC is unstable, it could be a better option to download and install the drivers from the manufacturer’s website. For this, you might consider enabling Windows 10 Safe Mode with Networking.

3. Uninstalling A Software

If a recently installed software is causing a lot of issues on your system, for example, that the software is constantly taking you to the blue screen, you might as well uninstall it from the Control Panel in safe mode. This would help you remove all traces of the software which might not be possible in case you uninstall it in the normal mode since.

Best Ways To Enter Into Safe Mode

Here are some of the best and easy ways you can enter Windows 10 Safe Mode

1. Using Advanced Startup Tool

You can get into Windows 10 Safe Mode using the Advanced startup tool –

Press Windows button + I to open Windows Settings page

On the left-hand side in the Settings menu, locate Recovery option

You will now be taken to Advanced Startup Tool,

Under “Choose an option” section select Troubleshoot

2. Entering the Safe Mode Using The Normal Mode/ System Configuration Tools

System Configuration Tools help you configure the boot procedure, the startup items and the way your PC starts. The below-mentioned steps will show you how to boot into Windows 10 Safe Mode using System Configuration Tools.

Press Win + R button to open the Run command

Type msconfig in the search bar and hit OK

3. Using the Login Screen and The Windows RE (Recovery Environment) To Enter The Safe Mode

Now, choose Troubleshoot

Now you will again be able to choose from three different kinds of Windows 10 Safe Mode (same as in Point No. 1)

Choose the option number for Safe Mode as per your needs

4. Using the Command Prompt to To Enter Windows 10 Safe Mode

Since, unlike the previous versions of Windows, Windows 10 doesn’t allow you to enter the Safe Mode using the F8 key

First, open Command Prompt as an administrator –

To do this, type Command Prompt in the search bar located at the bottom left-hand side next to the Windows Key and select Run as administrator

2. Copy the command mentioned below and paste it in the command prompt –

bcdedit /set {default} bootmenupolicy legacy

3. Now, reboot the system. When the system is rebooted, you will be able to get boot options back using the F8 key.

While this is an overview of what Safe Mode is in Windows 10, you might consider taking a complete purview of your system’s issue before entering into the Safe Mode. And, if you have more suggestions regarding this special mode, we are all ears.

For more such tech related content and other fun facts on tech keep reading Tweak Library and follow us on social media.

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Sarang Bhargava

What Is Overfitting And How To Avoid It?


In statistics, the phrase “overfitting” is used to describe a modeling error that happens when a function correlates too tightly to a certain set of data. As a result, overfitting could not be able to fit new data, which could reduce the precision of forecasting future observations.

Examining validation measures like accuracy and loss might show overfitting. The validation measures frequently increase until a point at which they level out or start to drop when the model is affected by overfitting. During an upward trend, the model looks for a good match, and once it finds one, the movement starts to turn down or stagnate.

Overfitting is a modeling issue when the model is biased because it is too closely related to the data set.

Ensembling, data augmentation, data simplification, and cross-validation are a few techniques used to avoid overfitting.

How to Detect Overfitting?

Before testing the data, it is nearly hard to detect overfitting. It can benefit in addressing overfitting’s incapacity to generalize data sets, which is one of its unique features. As a result, it may be possible to split the data up into several subsets to make training and testing easier. A training set and a test set are the two main categories into which the data is split.

About 80% of the total amount of data is represented in the training set, which is also used to train the model. About 20% of the total data set is made up of the test set, which is used to assess the correctness of data that has never been utilized before. We may assess the model’s performance on each piece of data to identify overfitting when it occurs and to observe how the training process functions by segmenting the dataset.

The accuracy observed across both data sets might be used to assess performance and establish the presence or absence of overfitting. The model is obviously overfitting if it outperforms the training set and the test set.

How to Prevent Overfitting? Training with More Data

Using extra data during training is one technique to avoid overfitting. With this setting, algorithms can more easily recognize patterns and reduce errors. The model will become unable to overfit all the samples as the user adds additional training data, forcing it to generalize in order to produce results.

Users should continue to gather more data in order to improve the model’s accuracy. Users should make sure that the data being utilized is accurate and relevant because this approach is pricey.

Data Augmentation

Data augmentation, which is less expensive than training with extra data, is an option. If you’re unable to keep gathering new data, you might look diversified by using the data sets that are already accessible.

Every time the model processes a sample of data, data augmentation causes a minor change in the sample’s appearance. The method stops the model from learning the properties of the data sets while giving each data set the appearance of being unique to the model.

The addition of noise to the input and output data is another technique that functions similarly to data augmentation. While adding noise to the output results in more diverse data, adding noise to the input makes the model more stable without compromising data quality or privacy. However, noise addition should be used sparingly so that the amount of noise does not affect the data’s accuracy or consistency too much.

Data Simplification

A model’s complex nature can cause overfitting when the model succeeds to overfit the training dataset despite having access to huge amounts of data. The model’s complexity is lowered using the data simplification technique, making the model appropriately basic to prevent overfitting.

Pruning a decision tree, lowering the number of parameters in a neural network, and applying dropout on a neutral network are a few examples of the activities that may be put into practice. The model can run more quickly and be lighter if it is simplified.


A machine learning approach called assembling combines predictions from two or more different models. The two most common assembling techniques are bagging and boosting.

Boosting works by employing straightforward base models to raise the total complexity of the models. It instructs plenty of weak learners in sequential order so that each learner in the sequence gains knowledge from the errors of the learner before it.

Boosting brings out one strong learner by combining all the weak learners in the sequence. The alternative to boosting is the ensembling technique known as bagging. In order to maximize predictions, a large number of strong learners are trained in parallel and then combined. This is how bagging works.


Overfitting is the inability of a computer program to generalize data sets. To avoid overfitting, it may be possible to break up the data into training and testing subsets. Users should continue to gather more data in order to improve the model’s accuracy. Data augmentation adds noise to the data to give each data set a unique appearance. Noise addition should be used sparingly so that it does not affect the data’s accuracy or consistency too much.

How To Disable Smbv1 Protocol In Windows To Avoid Ransomware.

In the past few months, cyber attacks on computer systems both in home offices and big businesses have been hit with savage ransomware attacks. The first attack was called Wannacry and crippled many systems worldwide, including some components of the UK system and the Australian Speed Camera network (A community service if you ask me!) Shortly after Wannacry came Petya and in the same fashion it too crippled international systems, holding data hostage until the ransom was paid. The good news is these kinds of attacks are mostly preventable and the steps in this guide will show you exactly how to reduce your risk of becoming a victim.

Other Ways you can Protect Yourself From Future Ransomware and Malware Attacks. 

Most of the recent ransomware attacks exploited a vulnerability in Windows computers, a service called Server Message Block Version 1 (SMBv1) an outdated yet still installed part of Windows OS. If you are running the latest version of Windows this weakness has been patched, however, if you can’t update to a new version of Windows or you just want to be 100% sure, you can manually disable SMBv1 using a variety of different methods. Below are three different options you can use to turn off SMBv1 on your Windows computer.   

Disable SMBv1 Protocol to Prevent Ransomware Attacks using Control Panel.

Using the control panel method is by far the easiest way to disable the SMBv1 Protocol. So to get started the first thing you will need to do is open the Control Panel, go to Programs then Programs and Features.

SMB 1.0 / CIFS File Sharing Support.

Note: It may have a slightly different name depending on your system version etc. However, the code will remain the same.

When you have found the folder, untick the box next to it and save your changes, it may take a minute or two to accept the changes and does require a restart. After the restart, your computer will no longer be able to be exploited using the SMBv1 security leak.

Disable SMBv1 Protocol to Prevent Ransomware Attacks using PowerShell.

The second way you can disable the SMBv1 Protocol to prevent ransomware attacks is by using the PowerShell tool. This method is a little more complicated but still does the same job. To find the PowerShell tool, open your start menu and search PowerShell, when you have the blue PowerShell window open in front of you, you will need to enter the following commands, pressing Enter after each.

Get-SmbServerConfiguration Set-SmbServerConfiguration -EnableSMB1Protocol $ false

The moment the second command has been confirmed you will need to confirm the request. All you need to do is type Y into the window and press Enter once more. As soon as the command is finished you can close the PowerShell window.

If you ever wish to enable the option in the future all you need to do is Enter the below command into the Powershell tool:

Set - SmbServerConfiguration - EnableSMB1Protocol $ true Disable SMBv1 Protocol to Prevent Ransomware Attacks using the Windows Registry Editor.

First, press Windows Key + R to open the Run tool and enter regedit into the window. Now using the left-hand pane navigate to the following location:

HKEY_LOCAL_MACHINE SYSTEM CurrentControlSet Services LanmanServer Parameters

All three of these methods will allow you to disable SMBv1, preventing any possible Ransomware attacks using this exploit in the future. Personally, I would just use the Control Panel method as it is the easiest and you don’t have to worry about making any changes using the PowerShell tool or the registry editor.

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