I think that iOS 15 and iPadOS 15 have a cool feature called Focus Mode that lets you upgrade your desktop, set up automation, and increase productivity.

I'll show you how to set Focus mode on your iPhone and offer some helpful hints in this piece.

The focus mode function itself is platform-independent. Focus mode automatically activates on all other devices, including the Apple Watch, when activated on one. and Mac: The function can only be used on one device. Disable the "Accounting for all devices" option in the focus settings to accomplish this.

This makes it very easy to let your child play with the tablet when the Child focus mode is turned on, which is not the case with other devices.

An icon representing the focus status is displayed in the menu bar.

How do I set my iPhone's focus mode?

Launch the Control Center. In the event that you simply tap on the "Concentration" symbol, then the default Center Mode is enacted - "Don't Upset" (this capability can't be changed at this point).

You can either select a focus mode that has already been set up or create a new one.

The phrase "SIRI, turn on, do not disturb focus mode" can be used to activate focus mode via Siri.

Additionally, focus modes can be initiated automatically in response to any circumstance. For instance, time timetable or geolocation.

Focus mode on an Apple Watch Tap the Do Not Disturb mode icon on the clock in the Control Center to open a list of all modes.

There are additional focus settings in the watch's system settings. The repeat from the iPhone, or activation of the same mode as on the smartphone, can be enabled or disabled here.

Alternately, select a particular mode and add a new schedule with times and days of the week.

How can focus modes be created?

By tapping the focus icon, you can add a new mode from the Control Center. Alternately, go to Settings > Focus > Add.

There are pre-made templates for adding a new focus mode, or you can create your own.

The fundamental settings for a new plan are as follows:

• the icon's title, color, and content selection;
• allowed people to send us notifications; add contacts from whom we want to receive calls or notifications;
• allowed notifications from applications—add applications from which we want notifications.
• Ready. Our focus mode settings will be displayed separately from the other modes.

Focus mode can be set in a number of different ways:

Focus Status: iMessage displays the selected status. so that they do not disturb you when they see your status.

Home page. If you receive notifications from the application, you can enable or disable the numbers on the icon here. Additionally, select the screens that will be displayed upon activation of the focus mode. For instance, when a child is using the "Games" mode, you can display only the games screen, preventing the child from going anywhere else.

Lock screen: whether or not to dim the screen when focus mode is on. and whether notifications should be displayed on the lock screen.

A particular focus mode can be set to automatically activate, in addition to manual activation. Check out the Auto Power On – Add Automation or Schedule option.

You can include:

• arranged according to time and days of the week;
• by locating yourself on a map (Apple Maps are used, but they aren't very convenient);

launching an application in particular.

Savvy initiation. based on an analysis of your behavior, focus modes are automatically activated. The device is comfortable, but it only becomes accurate after a month of use (in training mode).

Automation in focus mode The Teams app lets you set up a lot of automations. We send off the application.

Step 1. Create your own automation.

Step 2. There are numerous conditions from which to choose. Take, for instance, Wi-Fi when the phone joins the home network (when you get home). or Bluetooth when connected to the car radio.

Step 3: Include a step.

Focus modes allow for the same kind of automation. Put the phone in Work focus mode, for instance, when it is connected to a functioning Wi-Fi.

We believe you can now set Focus mode on your iPhone, Apple Watch, and iPad without any problems thanks to the above tutorial.

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The MacBook Pro M2 was launched , and with it, the company also launched its first 35W dual USB-C power adapters, unveiled a couple of weeks ago during the WWDC 2022 keynote . Whether you’re shopping for a compatible Mac or just want Apple’s dual USB-C power adapter, here are some details you should know.

On the support page, Apple posted information on how to use the 35W Dual USB-C power adapter. The information gives a good idea of ​​how useful this power adapter is when charging an iPhone, iPad, Apple Watch, or even a Mac.

It’s important to note that the company is releasing two models of the 35W USB-C power adapter: a regular version that looks like a MacBook adapter, and a compact version as shown above.

Apple explains that when two devices are connected, “electricity is automatically distributed between them based on their power requirements. For most devices, power is evenly distributed when you have two devices charging at the same time.”

Tips for the 35W dual USB-C power adapter

Apple gives three examples of how a 35W dual USB-C power adapter will work with some of its products:

If you connect a Mac laptop and an iPhone or iPad, each device gets up to 17.5 watts;

If you connect an iPhone and iPad, each device gets up to 17.5 watts;

If you connect a Mac laptop or iPhone and an Apple Watch or AirPods, the Mac laptop or iPhone gets up to 27.5W and the Apple Watch or AirPods gets up to 7.5W.

While Apple reveals that the new iPhones charge quickly with a 20W power adapter, it’s important to note that they also charge faster with a 17.5W charger.

If the adapter runs into problems, here are some tips to help you charge your device faster with a 35W USB-C power adapter:

Try charging one device to get the most power from the power adapter.

If you are only charging one device, unplug any unused cable from the charger.

Try a different charging cable, preferably the one that came with your device.

Make sure your devices don’t require more than 35W, which is the maximum amount of power the power adapter can provide.

If the device is still not charging, the device may not meet the latest USB PD specifications.

The 35W Dual USB-C Power Adapter is available now in the US and other countries from the Apple Online Store for €65 or $59.

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If something is Android, it is customizable, an operating system that from its first versions has allowed users to be able to adjust almost all of its options. It allows changing the theme for others, including new widgets, launching applications, among many other functions that it will allow us to do from the same phone.

How to change font on Android

Changing font on Android today is easier, all due to the different capabilities included by mobile phone manufacturers. No downloaded application will be necessary if what you want is to choose a different one than the one you are using at that precise moment.

Change font on Huawei

If you own a Huawei phone, you can change the font on the phone without being rooted, just by entering the EMUI layer settings . As in other models, you can choose one of the many available for your phone and it will take effect in all applications.

To change the font on a Huawei/Honor device , please do the following:

The first thing is to start your device, unlock the same

Look for “Themes” and click on it to access its settings, it has a paint brush symbol

Click on “Text Styles”, it appears above or below

A large list of lyrics will appear, choose the one you want and hit “Free download”, mention that you also have paid lyrics

Finally, click “Apply” to make the changes

Change font on Xiaomi/RedmiIn MIUI, the letter change is simple, as it happens in Huawei devices , since the layer offers very fast internal adjustments. Like EMUI, you can choose another font and it will be used by all applications, including the browser, messaging app and more.

If you want to change the font on your XIaomi/Redmi phone, please follow these steps:

Unlock Xiaomi/Redmi phone

Access “Settings” and you will see a large number of options, but in this case you will only have to look for one

Click on “Additional settings” and change the region for example to “India”

Once India is set, go to “Themes” and you will see a new text section or “My fonts”, here you can change the font, you have several types, so choose the one you see best

Change font on Samsung

One of the largest phone manufacturers also includes internal font change among its settings, so if you want to use a different one, you have to do a few steps. The Korean firm has decided to include it in One UI, thereby ensuring that you don’t have to be root.

If you want to change the font in Samsung , do the following:

Unlock the phone and wait for it to charge everything in a complete way

Click on “Settings” and then go to the option that says “Display”

Inside the screen, search and locate “Font size and style” and finally click on “Font type”

Download the font you want to use , you can download as many as you want and then choose one of the many available, these fonts will give a different look once you write a message

Samsung has a large number of fonts available for free , but the user can download the paid ones they want. The company decides that the packs are downloaded from the servers, to then apply them and that’s it, there are no download limits, so you download as many as you want and select one of them.

Using zFont 3

zFont 3 is one of the apps with which you can easily change fonts on Android. You also have a hundred different ones, being able to choose between one or the other in two clicks. The app has included many more over the years, featuring several from DaFonts, Google Fonts, and other sites.

To activate one is as simple as choosing it and clicking on the «Apply» button, once you do, you can try writing in any application and see that the changes have been made. zFont 3 has surpassed 10 million downloads and gets a rating of 3.5 out of 5 stars.

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MacBook Pro 13 M1 vs M2 Comparison of Specifications and Package ContentsThe MacBook Pro M2 came out more than a year and a half after its M1-based predecessor. The new MacBook has exactly the same design, but there are a few important hardware differences between the two computers.

The 13-inch MacBook Pro is often the choice of those who need active cooling, improved battery life, or simply the Touch Bar is important. This MacBook is marginally better than the MacBook Air and is significantly less expensive than the high-end MacBook Pro 14. Apple describes at least six key differences between the now discontinued M1 MacBook Pro and the new M2 MacBook Pro:

MacBook Pro M1

• M1 chip with 8-core GPU
• 8 GB and 16 GB unified memory configurations
• Memory bandwidth 68.25 GB/s
• 3.5mm headphone jack
• 61W USB-C power adapter

MacBook Pro M2

• M2 chip with 10-core GPU and dedicated media engine
• 8 GB, 16 GB, and 24 GB unified memory configurations
• Memory bandwidth 100 GB/s
• 3.5mm headphone jack with high impedance headphone support
• 67W USB-C power adapter
• Made from more recycled materials

M1 vs M2: Comparison

The main difference between the current and previous generation 13-inch MacBook Pros is their Apple Silicon chips. The M1 chip, introduced in November 2020, is based on the Apple A14 Bionic chip. On the other hand, the M2 seems to be based on the A15 Bionic chip. While both chips feature an octa-core processor with four performance cores and four efficiency cores, the M2 cores offer a modest increase in performance and efficiency. The M2 also adds two additional GPU cores.

According to Apple, the 13-inch MacBook Pro is up to 40 percent faster than the previous generation when working with RAW images in apps like Affinity Photo or when playing graphics games like Baldur’s Gate 3.

Like the M1 Pro, the M2 features a media engine for hardware accelerated H.264, HEVC, ProRes and ProRes RAW video encoding and decoding. The M1 chip does not contain a dedicated media engine.

Apple says this greatly speeds up video workflows on the latest MacBook Pro, allowing users to play up to 11 streams of 4K and up to two streams of 8K ProRes video. Users can convert their video projects to ProRes up to three times faster than before.

Unified memory

The M1 and M2 come with 8GB or 16GB of unified memory, but the M2 offers an additional 24GB memory option. As a result, multitasking and workflows that require more memory, such as working with a large number of sources, are performed better on the M2 chip. In addition, the M2 has a memory bandwidth of 100 GB/s compared to 68.25 GB/s with the M1, which means the latest MacBook Pro can access more memory faster.

High impedance headphone support

The 13-inch MacBook Pro still offers better speakers and microphones than the MacBook Air, with high dynamic range and “studio quality”. The M2 MacBook Pro further enhances the device’s audio quality with support for high-impedance headphones, similar to the high-performance 14- and 16-inch MacBook Pros. This can be a significant plus for audio professionals.

Power adapter

The M2 comes with a 67W power adapter for slightly faster charging than the previous model’s 61W power adapter.

Environmental improvement

The previous 13-inch MacBook Pro met Apple’s energy efficiency standards, and the laptop’s packaging was made from recycled paper or wood from responsibly managed forests. With the ‌M2‌, the company further reduces its environmental footprint by using 100% recycled rare earth elements in the case magnets and 100% recycled tin in the motherboard.

Conclusion

The MacBook Pro M2 offers modest upgrades over the previous generation model, while keeping most aspects of the device the same. When it comes to audio and video, you’ll get more out of the updated 13″ MacBook Pro with 24GB of combined memory and increased bandwidth, but regular users won’t notice any difference.

Given that it’s only been 18 months since Apple released the M1 MacBook Pro, and the M1 chip continues to be used in the iPad Air, iPad Pro, Mac mini, and iMac, there’s no reason to upgrade to the M2. Especially if you are currently using a previous MacBook Pro model, then it is too early to upgrade to the new M2, it makes sense to wait for more significant changes.

The MacBook Pro M2 will suit those who are currently choosing between the M1 and M2. If you’re currently looking for a new laptop from Apple, you should definitely look at the updated model with the M2 chip, you will get a slightly more modern and productive MacBook than the same one on the M1.

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Use Action Mode on iPhone 14: The recently released Apple iPhone 14 models include a new Action mode when recording video. We tell you everything you need to know about this feature in order to start using it.

What is Action mode?

The new “Action” mode has been developed by Apple to help you record smooth video if you’re filming on the move, with shaky, even when the video is being filmed in the middle of the action.

Use Action Mode on iPhone 14 Camera

To achieve this effect, Apple says, it uses a full camera sensor with more scanning and advanced correction for camera shifts.

This feature is built into the standard iPhone Camera app, and when enabled, the video you capture looks almost as if you were using a gimbal to do it. Action mode can record up to 2.8K at 60fps and supports Dolby Vision HDR for very good video quality.

Which iPhone models support Action Mode?

You don’t have to have a Pro model to use this feature, as all iPhone 14 models support Action mode out of the box, including the iPhone 14, iPhone 14 Plus, iPhone 14 Pro, and iPhone 14 Pro Max.

How to use Action mode when shooting video

• Launch the Camera app on your iPhone.
• Swipe through camera modes to turn on Video mode.
• Press the Action mode button (running man icon) above the viewfinder to turn the icon yellow.
• When you’re ready to start recording, click the red “Record ” button.
• That’s it, this will turn on the “Action” mode in the “Camera” app, you will get a great video without having to wear a stabilizer.

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On the new iPhone 14 Pro and iPhone 14 Pro Max, the already familiar notch at the top of the screen has been replaced by a new Dynamic Island, which now houses the TrueDepth camera. Apple has slightly changed the interior of smartphones and built a proximity sensor under the display, thanks to which the company managed to replace the massive bangs with a small oval cutout in the screen.

Before the presentation, there were rumors that there would be as many as two cutouts on the screen of smartphones – a round one for the camera and an oval one for the TrueDepth system. However, Apple combined them into one oval cutout and called it Dynamic island. In this article, we’ll show you how one of the smartest and most successful changes to the iPhone interface works.

Shape of “Dynamic Island”

A dynamic_island is not just a static screen cutout. It can change size and shape, merging with the interface. In addition, new visual tools are displayed on the island. In standard use, this is a small oval notch, but with the help of screen pixels, Apple can expand it.

For example, during an Apple Pay payment, the dynamic island turns into a square for Face ID verification. During phone calls, the island expands to display call control buttons.

In essence, a dynamic-island displays current background tasks that you may need to return to while performing other tasks on your smartphone.

How can I use the “Dynamic Island”

So far, we can only judge by the demonstration of Apple during the presentation, but it seems that there will be many uses for the dynamic island. Below we have compiled a list of all its features that are currently known.

• Expand to a large rectangle to display directions from the Maps app.
• Displaying directions from maps in a smaller form in cases where you need to quickly see the next turn.
• Square ‌Apple Pay‌ confirmation interface.
• Displays the sound wave and the remaining time of the current track.
• Displays the time until the arrival of the taxi.
• Displays camera and microphone usage indicators.
• Display the duration of the phone call.
• Timer display
• Displaying the results of sports matches.
• Access to music management and music player.
• Display the AirPods connection status and headphone charge level.
• Display ‌iPhone‌ charging status and battery level.

System features that work with Dynamic Island

The 9to5Mac edition listed all the system features that Dynamic Island will support:

System alerts and notifications:

• Incoming call
• Connecting AirPods
• face ID
• Apple Pay
• car key
• AirDrop
• Unlock with Apple Watch
• Low battery
• Charger
• Silent mode on/off
• NFC interaction
• Airplay
• Changing the focus mode
• Quick Commands
• airplane mode
• SIM alerts
• Connecting accessories
• Locator

Live Activities:

• Current phone conversation
• Shareplay
• Music currently playing
• Timer
• Map directions
• Voice notes
• Screen recording
• Personal hotspot
• Microphone or camera activity indicators

Now playing:

• Spotify
• Stitcher
• Audible
• Amazon Music
• NPR One
• Overcast
• Pandora
• YouTube Music
• Soundcloud

Callkit:

• WhatsApp
• Google Voice
• Instagram
• Skype

The islet can display notifications or information you need. It will work with the Live Activities feature coming with iOS 16. You can easily and conveniently track the results of sports events, taxi rides, and more.

Every time you use Dynamic island, it works without distracting you from your main tasks. For example, while reading a Twitter feed, you can easily switch music through a dynamic island with just one touch.

Divided islet

The TrueDepth camera system is actually located in two separate cutouts connected by the system. In this regard, Dynamic island can really be divided into two parts – a circle and an oval. Each of these parts can display different information at the same time. For example, music control and a timer.

Interaction with the island

If you touch the island, it will become larger so that you can conveniently interact with the content displayed on it. When an app is open, you can swipe up to send that app’s content to the dynamic island and return back to the home screen.

Support for third party applications

Apple has allowed third-party app developers to integrate their apps with the dynamic island. You will be able to interact on the island with the content of not only standard, but also third-party applications. For example, the island will be able to display information about your flight for quick access.

Many users like the new Dynamic island. It has already been called one of Apple’s best design choices.

Dynamic Island in screenshots

As with the old iPhone display notch, Dynamic Island will not show up in screenshots taken while the feature is inactive. But if you take a screenshot and Dynamic Island is active at that time, it will be displayed on the screenshot.

The same will happen if you take a screenshot when iOS displays the privacy indicator dots for camera or microphone access in Dynamic Island. YouTube blogger Marques Brownlee says that an active Dynamic Island is also shown during screen recording.

Games on Dynamic Island

Developer Chris Smolka took to Twitter to share a concept for a Pong-like game that would take advantage of Dynamic Island. MacRumors believes that Apple probably won’t allow such games in its App Store, but this example proves that developers are eager to add Dynamic Island functionality to their apps.

Recall that only owners of the ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max will be able to enjoy the dynamic island, since the standard iPhone 14 models have the same bangs as the iPhone 13.

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Main features of the iPhone 14 Pro: The iPhone 14 Pro and ‌iPhone 14 Pro‌ Max will officially start shipping this Friday. Apple’s latest flagship smartphones contain important new features, changes and updated designs that make them appealing to people who still use older models.

If you have already ordered a new iPhone 14 Pro‌ or ‌iPhone 14 Pro‌ Max and are waiting, then you might be wondering what new features and changes your smartphone will have. We have described the five most important features and functions of the ‌iPhone 14 Pro‌, for which the iPhone 14 Pro was worth it.

5 main features of the iPhone 14 Pro

• Dynamic Island
• ProMotion Display
• Always-on display
• New cameras
• longer battery life

Dynamic Island:

Dynamic Island on ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max is a whole new way to interact with your iPhone. Instead of a notch at the top of the display, there is now a new elongated oval area, consisting of two notches that are combined using software technology.

Instead of leaving an unused and intrusive area at the top of the display, Apple has designed Dynamic Island, an area at the top of the display that displays system-wide alerts, notifications, and system-related activities. You’ll notice that Dynamic Island seamlessly adapts as you use your phone, from listening to music to starting a timer and more. Here is a short list of some of the types of system alerts and notifications that Dynamic Island supports:

• Incoming call banner
• AirPods connection notification
• Face ID identification
• Apple Pay
• AirDrop
• Low Battery Warning
• Charger
• Live activities (since iOS 16.1)
• Current call
• Playable music

If you’re migrating from an older ‌iPhone‌ than the iPhone 13 Pro, you’ll probably experience ProMotion technology for the first time on an ‌iPhone‌. ProMotion is a technology that Apple first developed for the iPad in 2017 and only made it to the ‌iPhone‌ last year.

Most displays have a refresh rate of up to 60Hz, which means the screen is updated 60 times per second. Starting with the ‌iPhone 13 Pro‌ and now in the ‌iPhone 14 Pro‌, the ‌iPhone‌ display supports refresh rates up to 120Hz, allowing it to refresh 120 times per second.

The faster refresh rate every second means you’ll notice your ‌iPhone‌ runs faster and smoother as you scroll through the app thanks to its 120Hz refresh rate. Of course, a higher refresh rate also requires more power. Luckily, on the ‌iPhone 13 Pro‌ and ‌iPhone 14 Pro‌, iOS intelligently changes the display refresh rate depending on what you’re doing. For example, when you scroll through a page on the Internet, the display refresh rate increases, and if you view a static image, it decreases.

Always-on display:

No matter which iPhone you upgrade from, you get an iPhone-exclusive feature called Always On Display (AOD). An always-on display, as the name suggests, is when your display is always on and showing some kind of information. The display on ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max always shows the time, wallpaper, and iOS 16 lock screen widgets.

No matter which iPhone you upgrade from, you get an iPhone-exclusive feature called Always On Display (AOD). An always-on display, as the name suggests, is when your display is always on and showing some kind of information. The display on ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max always shows the time, wallpaper, and iOS 16 lock screen widgets.

This can be useful when you just want to look at the time or view relevant information from lock screen widgets without having to unlock your ‌iPhone‌ and go directly to the app. With the introduction of Live Activity in iOS 16.1, the always-on display can be even more useful.

The display always stays on by intelligently reducing brightness and refresh rate to 1Hz to conserve battery power. If you don’t like the always-on display, you can turn it off in Settings -> Display & Brightness, which can help improve battery life. The always-on display does not currently have any settings. Read more about ‌iPhone 14 Pro‌ always-on display.

New cameras:

The new ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max feature a suite of new camera features and hardware improvements. The most notable thing you’ll be able to take advantage of is the new 48 MP main camera, which captures even sharper and more detailed photos.

You’ll be able to shoot with 48-megapixel cameras using ProRAW, a format developed by Apple that combines powerful “iPhone” photo processing with fine detail, allowing you to fine-tune your shots. If you plan on taking a lot of photos, keep in mind that these photos will take up almost three times the space on your device.

The front-facing selfie camera on the ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max has also been upgraded to support autofocus, ensuring your photos are more detailed and realistic. All cameras, including the selfie camera, have improved low-light performance, making night shots clearer and brighter.

Enjoy longer battery life

With advances in iOS optimization, more efficient processors, and new technologies, no matter which iPhone you upgrade from, iPhone 14 Pro and iPhone 14 Pro Max will give you longer battery life.

While it’s impossible to say how much longer your ‌iPhone‌ battery will last based on your specific usage habits, Apple claims that its new displays and the A16 Bionic chip are more energy efficient than older models, resulting in longer battery life.

For a rough estimate of how much longer battery life will last, the iPhone 14 Pro‌ Max battery test showed that the new iPhone lasted two hours longer than last year’s iPhone 13 Pro Max, which already held the title of iPhone with the longest battery life . work in the world.

Other chips

The ‌iPhone 14 Pro‌ and ‌iPhone 14 Pro‌ Max run ‌iOS 16‌, the latest version of iOS with major new features such as a customizable lock screen, the ability to unsend and edit messages in iMessage, new features in Apple Maps, and more.

With the new ‌iPhone 14 Pro‌, you will also discover ‌iOS 16‌ and all that it has to offer.

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Deep learning is one of the fields in the industry that has many applications. In this tutorial, we will introduce you to 3 of the best deep learning workshops in 2021.

As machine learning’s popularity and popularity grow in various industries, so has the creativity, initiative, and study of data science and deep learning. Deep learning is one of the sub-fields of machine learning, the accuracy of which, due to the very high volume of data, is far better than machine learning and even simulates the human mind’s decision-making power. In this tutorial, we will introduce you to 3 of the best deep learning frameworks in 2021.

The best deep learning frameworks in 2021

1- TensorFlow framework; The best framework for developing DL models.

Tensorflow, Google’s open-source platform, is the most popular tool for machine learning and deep learning. The framework is a JavaScript-based platform that utilizes a variety of tools and resources to facilitate learning and develop deep machine learning and learning (ML / DL) models.

Although the TensorFlow kernel tool allows you to build and develop models in the browser, you can use the lite version to develop mobile and embedded systems models. So if you want to build ML and DL models that work in large and practical environments, the Tensor Flow framework will do just that for you.

Although it is possible to use the Tensor Flow framework in programming languages ​​such as JavaScript, # C ++, C, Java, etc., the best language to work with this framework is the Python programming language. It should also be noted that while DL / ML models can be run on very powerful computing systems, TensorFlow can even run models on Android and iOS operating systems.

Among this framework’s strengths, we can mention the function integration functions, including input graphs, SQL tables, and images. However, as a weakness of this framework, we must note the complex and almost impossible process of debugging in it.

2- PyTorch framework:

This deep learning framework is developed by Facebook and is based on the Torch Library. This framework’s primary purpose is to speed up the entire prototype manufacturing process in the research phase until the model is established. Thanks to this framework, you can easily use standard debugging tools such as PDB and PyCharm.

This framework is more than anything for learning, building, and developing small projects and prototypes. This framework is widely used to create deep learning applications such as natural language processing and machine vision.

3- Keras framework

Another open-source framework is Keras Deep Learning. The strong point of this excellent framework is its speed because it can synchronize work with data. Therefore, while working with a large amount of data, this framework dramatically speeds up models’ learning. Since this framework is written using Python, its use is very simple and extensible.

The Keras Deep Learning Framework is an excellent choice for those new to the field, providing you with a quick experience of deep neural networks. Thanks to this framework, you can also write legible and accurate code.

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Realme C30s RMX3690 Stock Rom Firmware

The Realme C30s RMX3690 Stock Rom firmware Flash File in this article will enable you to revert your smartphone to its initial state. You will find these stock Rom records valuable assuming you have utilized the glimmered custom Rom/expands on your gadget, change your gadget to the taste you don't need, bricked, and wish to return it to production line state.

The Realme C30s RMX3690 Stock Firmware will then enable you to restore your bricked phone; We will show you how to flash the correct, official Realme C30s RMX3690 Stock Firmware without making any mistakes on your device. It is simple and easy to follow this flashing guide. The Realme C30s RMX3690 Flash File is listed below. To repair your device, download the appropriate stock ROM file.

Realme C30s RMX3690 Stock Firmware Information

Rom Name	Realme C30s RMX3690 Stock Firmware Rom
Based On	Stock OS
Rom OS Version	Android 12
Rom Type	Odexed
Socs	SC9863A
Software needed	SPD Flash Tool
Compress	Zip format

The Advantage Of Stock Firmware:

• Can be to unbrick your phone
• Fix the Boot loop problem
• upgrade and Downgrade your phone
• Unroot and Fix Bugs on your phone
• To fix stutter
• You can solve software errors by flashing Stock ROM.
• To gain your device warranty Back.

Android 12 Feature List

• Message bubbles and ‘priority’ conversations
• Redesigned notifications
• New Power Menu with smart home controls
• New Media playback widget
• Resizable picture-in-picture window
• Screen recording
• Smart app
• New Recent apps screen
• Back gesture sensitivity
• iPhone-like screenshot visuals
• Dark mode scheduling
• Single time app permissions
• Voice access – controlling your phone with your voice.

Why you need Realme C30s RMX3690 Firmware

It’s always advisable that you backup your device Firmware after purchasing it. You are going to need your device stock Rom for the following reasons someday.

Downgrade or Upgrade your device: You can use the REALME C30S RMX3690 Stock Rom Firmware to downgrade or upgrade your device to a new version. It depends on the release of the Stock firmware or your choice if the option is available.

Unbrick: The Realme C30s RMX3690 Stock Rom Firmware can also be used to unbrick any device. Smartphones can be bricked while trying to root it or flashing a custom rom or recovery.

Unroot: You can also use the Realme C30s RMX3690 stock Rom firmware to unroot your device completely. After flashing the official stock firmware, you will gain your warranty back.

Fix Issues: Your device might develop issues that might be software related; you can fix that by flashing the Realme C30s RMX3690 Flash File.

Things You Need

Charge your device: Before you proceed with the below information, you are recommended to ensure that your Realme C30s RMX3690is at least 50% charged.

PC or Laptop: To carry out this Stock Rom Firmware installation, you need a PC or Laptop.

Take Device Backup: The very first thing you need to do is make a backup.

Install the Latest Driver: REALME C30S RMX3690 USB Drivers

Download: Download the above-required files on your PC.

How To Flash Pac File Realme C30s RMX3690 Stock Rom Firmware

1. First, make sure your device is 60-80% charged.
2. Download and Install the MTK USB Driver on your PC. Skip this step if you already have the drivers installed.
3. Download SPD Upgrade Tool and extract on your computer.
4. After doing the above you will have the SPD Tool in zip format, extract the flash tool software on your desktop you will see some list of file double click on UpgradeDownload.exe.
5. Once the Spreadtrum Tool is launched, connect your device to the computer make sure the device is switched off.
6. Once the device is connected successfully to your computer, click on the LoadPackedButton on SPD Tool and add the Stock Rom.PAC file you downloaded.
7. Once you have successfully added the Stock Rom Pac file in Spreadtrum Tool, click on the Start Downloading button to begin the flashing process.
8. Your device will restart automatically once the flashing process is completed, you will see a Green Passed Message in Spreadtrum Upgrade Tool.
9. Now you have successfully flashed your Device using Spreadtrum Tool. Once your Android Device is booted up successfully, Go to Settings > About Phone and Check the firmware version.

Warning
We will not be held responsible if any damage happens to your device.

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Umidigi Bison GT2 5G Stock Rom Firmware

This post contains the Umidigi Bison GT2 5G Stock Rom firmware Flash File that will allow you to restore your Umidigi Bison GT2 5G Smartphone to its original state. You will find these stock Rom files useful if you have used the flashed custom Rom /builds on your device, tweak your device to the taste you don’t want, bricked, and wish to return it to factory state.

Then this Umidigi Bison GT2 5G Stock Firmware will fix your bricked phone; We will guide you on how to flash the right official Umidigi Bison GT2 5G Stock Firmware on your device without errors. This flashing guide is easy and straightforward to follow. We have listed the Umidigi Bison GT2 5G Flash File below. Download the right stock ROM file to fix your device.

Rom Name	Umidigi Bison GT2 5G Stock Firmware Rom
Based On	Stock OS
Rom OS Version	Android 12
Rom Type	Odexed
Socs	Mediatek MT6877
Software needed	Sp Flash Tool
Compress	Zip format

The Advantage Of Stock Firmware:

• Can be to unbrick your phone
• Fix the Boot loop problem
• upgrade and Downgrade your phone
• Unroot and Fix Bugs on your phone
• To fix stutter
• You can solve software errors by flashing Stock ROM.
• To gain your device warranty Back.

Android 12 Feature List

• Message bubbles and ‘priority’ conversations
• Redesigned notifications
• New Power Menu with smart home controls
• New Media playback widget
• Resizable picture-in-picture window
• Screen recording
• Smart app
• New Recent apps screen
• Back gesture sensitivity
• iPhone-like screenshot visuals
• Dark mode scheduling
• Single time app permissions
• Voice access – controlling your phone with your voice.

Why you need Umidigi Bison GT2 5G Firmware

It’s always advisable that you backup your device Firmware after purchasing it. You are going to need your device stock Rom for the following reasons someday.

• Downgrade or Upgrade your device: You can use the Umidigi Bison GT2 5G Stock Rom Firmware to downgrade or upgrade your device to a new version. It depends on the release of the Stock firmware or your choice if the option is available.

• Unbrick: The Umidigi Bison GT2 5G Stock Rom Firmware can also be used to unbrick any device.  Smartphones can be bricked while trying to root it or flashing a custom rom or recovery.

• Unroot: You can also use the Umidigi Bison GT2 5G stock Rom firmware to unroot your device completely. After flashing the official stock firmware, you will gain your warranty back.

• Fix Issues: Your device might develop issues that might be software related; you can fix that by flashing the Umidigi Bison GT2 5G Flash File.

Things You Need

• Charge your device: Before you proceed with the below information, you are recommended to ensure that your Umidigi Bison GT2 5G is at least 50% charged.
• PC or Laptop: To carry out this Stock Rom Firmware installation, you need a PC or Laptop.
• Take Device Backup: The very first thing you need to do is make a backup.
• Smart Phone Flash Tool Download
• Install the Latest Driver: Umidigi Bison GT2 5G USB Drivers
• Download: Download the above-required files on your PC.

[*] Caution: On Mediatek powered devices, We do NOT recommend Flash the Preloader.bin. As it may brick the device, therefore we recommend you to Untick the Preloader while Flashing the firmware.

How To Flash Umidigi Bison GT2 5G Stock Rom Firmware

1. Download the Stock Firmware on your personal computer.
2. Install the USB MTK Drivers (skip if you have it already installed).
3. Disable the SLA Authentication by following this Guide
4. Download and Launch the Smart Phone Flash Tool (SP Flash Tool)
5. Click the Scatter-loading button to navigate to the Stock Rom you just downloaded.
6. Select the Scatter File from the extracted Stock Firmware on your computer.
7. Select the Download Only in the SP flash tool option
8. Click the Download button to start the Formatting process.
9. Connect your device via USB to the computer>> holding volume + and volume – button of your device at the same time or holding the power button only so that the flashing process will starting working
10. Patiently wait for your device to be formatted.
11. After the formatting is done, a Big Green button will pop up on the SP Flash to show that.
12. Unplug your device and boot it up.
13. If you have a boot loop after booting your device, boot into recovery mode, and do a factory reset.
14. Voila, you are all good.

How to flash this device using Tecno Transsion Flash Tool

1. Download and extract Tecno flash tool
2. Launch SWD_AfterSales inside the extracted folder
3. Click on the settings icon
4. Click on the Load button
5. Select the scatter file inside the stock ROM folder of the device you want to flash
6. Select either Firmware Upgrade or Format + Download from the drop down menu.
7. Click Confirm Button.
8. Now turn off and connect your device to your PC.
9. Wait for the flashing process to complete.
10. Reboot device

NOTE
If while loading the scatter file you see a checksum error, copy checksumgen.exe into the firmware folder and then launch it.

Warning
We will not be held responsible if any damage happens to your device.

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Do you want to download an iPhone app but it isn't available in your country? Fortunately, a solution exists!

We'll show you how to view and download apps that aren't available in your country in the following section. The cycle is exceptionally basic and quick.

What occurs assuming that you attempt to download an inaccessible application?

In the event that you attempt to find an application that isn't accessible in your country, the Application Store won't show it in indexed lists.

You can open the app in the App Store by searching for it on Google and clicking on the link, but this will give you an error.

Fortunately, you can circumvent this restriction using a trick.

How do I change my country for the App Store?

You will need:

• Address and zip code from the country where the app is available.
• Local phone number.
• Current payment method.

If you have all of these, great. If not, you can use Google to find some cafe or other institution in the desired country. Use the address and phone number of the institution. You can enter any phone number, since no codes will come to it. Besides, all this is only needed temporarily, so there is nothing to be afraid of.

The numbers for FaceTime and iMessage will not change if you enter a new number.

It is essential to know

• That before changing countries, you must spend any money in your Apple ID or App Store account.
• You will need to cancel any subscriptions that are still in effect. It's possible that you'll have to wait until the subscriptions run out. After that, you won't be able to change the App Store's country.
• Do you currently have a refund request? Wait for it to be finished.
• You must leave Family Sharing.
• You may need to delete a payment method that is currently associated with your Apple ID. You may be required to use a local payment method by the App Store. You won't be able to change countries if you don't have this.

If you can’t meet all of these conditions, try creating a new Apple ID with a different country address. Otherwise, follow the instructions below.

How to download an iPhone app that is not available in your country.

1. Open the App Store and select your profile in the top right corner.
2. Click on your name at the very top.
3. Now select the item “Country or region”.
4. Click “Change country or region” .
5. Select the country where the app is available.
6. Enter the address, zip code, and phone number of that country, and then click Next and Finish .
7. You have just changed your country for the App Store. Now you can download the application you need. All selections will also be relevant for the country you have chosen.

Restrictions

1) Using the method described above, you can download free applications. You won’t be able to buy a paid app or subscription if you don’t have a local payment method.

If you’re going abroad, you can use this method to get recommendations in the App Store that are relevant for that country.

2) To buy paid apps and a subscription, you need a local payment method.

3) Even if you can download the app on iPhone, it may not work properly. However, you can fix this with a VPN.

How to return your country to the App Store

We strongly recommend that you immediately change the country to your own, otherwise you will not be able to download useful applications that are only available in your country. There will also be problems updating applications that you already have installed. Problems will be on all devices with your Apple ID.

Just follow all the same steps, but use your real address and phone number.

Now you can download apps from the App Store that are not available in your country. The main thing is not to forget to change everything back later.

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Without getting lost in science fiction, how did artificial intelligence develop? learn about the development of artificial intelligence and its objectives.

Over 60 years ago, man established that he could benefit from the assistance of machine logic in his development. Learn about the history of artificial intelligence, some of its early uses, and how far it has come in recent decades in the sections that follow. It was born out of the need to speed up known processes so that people could concentrate on other abstract ideas.

What defines AI?

The field of study known as artificial intelligence, or AI, was established in the early 1960s. It is a collection of theories, concepts, and methods — such as mathematical logic, statistics, probabilities, computational neurobiology, and computer science — with the goal of imitating human cognitive abilities.

Begun at the level of WWII, its improvements are firmly connected to those of figuring and have driven PCs to perform progressively complex undertakings, which beforehand must be finished by an individual.

The beginnings (1940–1966) It is impossible to separate the development of the computational process from the origin of artificial intelligence. We can't forget to mention Alan Turing, the great computer pioneer who simply built the machine that helped the allies win the war more quickly.

When it comes to this computer genius, many experts now believe that the Turing test is actually a useful chatbox tool rather than an accurate measure of artificial intelligence. Instead, the Turing test was a strong inspiration for the idea that would lead to the development of artificial intelligence.

The Second World War accelerated technological development and the desire to understand how to approximate the functions of machines and living things in the time period between 1940 and 1960.

John McCarthy of MIT (Massachusetts Institute of Technology) is credited with coining the term "AI," which can be defined as the creation of computer programs that perform human-like tasks at a higher level of abstraction. level, including: critical thinking, memory organization, and perceptual learning.

Artificial intelligence slowed down around the year 1960 as a result of the time's technical limitations, like a lack of computer memory.

The second era (from 1972 to 1997) saw an increase in memory partially address the technical limitations of computers. The extraordinary thing that resuscitated innovation was workmanship and film, people who had contact with the ideas in their childhood released their imagination.

In point of fact, microprocessors made the concept feasible once more in the technical realm. Despite this, the fact of the matter is that very little has evolved in a way that can be felt, and even though scientists had a lot of information, they were only able to study evolutions.

A first large step was taken at Stanford College in 1972 with MYCIN (a framework gaining practical experience in the finding of blood issues and physician endorsed drugs). An "inference engine," which was programmed to be a logical mirror of human reasoning, served as the foundation of this system. The engine responded with a high level of expertise when entering the data.

In 1997, the Dark Blue PC beat chess ace Garry Kasparov , regardless of this, the IBM PC was a specialist in a restricted universe, not fit for displaying and working out a whole world.

The current era of artificial intelligence (2010–present) was sparked by two primary events. The first is having access to a lot of data. The second factor was the discovery of the extremely high efficiency with which computer graphics card processors accelerate learning algorithm computation.

Outstanding Feats: 

In 2012, Google X, the company's research lab, was able to train an artificial intelligence to recognize cats in a video;

In 2016, Fan Hui, the European champion, and Lee Sedol, the world champion, both came from AlphaGO, a Google AI-powered game of Go. There are way more variations in GO than in Deep Blue's chess.

How could that be? through expert systems' complete paradigm shift. The method is now inductive. In short, it is no longer about coding rules for expert systems; rather, it is about letting computers find them through correlation and classification using a lot of data and their own responses.

The vast majority of research teams suddenly turned to this technology, which provided significant advantages.

Text recognition has also made significant progress thanks to this type of learning, but text comprehension systems still have a long way to go. That is because AI is still unable to fully contextualize and analyze our intentions with particular writing styles.

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