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Sequential prediction problems involve making predictions about the following value in a series of values based on the values that came before. Several fields, including robotics, natural language processing, voice recognition, weather forecasting, and stock market forecasting, to mention a few, may face these difficulties. Predicting future states, events, or outcomes based on past ones is the aim in these fields, therefore modeling the underlying relationships and patterns in the data is necessary. We’ll examine sequential prediction problems in robotics and information processing in this blog article, as well as some strategies used to solve them.

How sequential prediction is used in robotics?

In robotics, sequential prediction is used in motion control to forecast a robot’s next position or state based on its present position and control inputs. One of the core issues in robotics is what is referred to as state estimation.

In order to forecast the robot’s future state given its present state and control inputs, state estimation uses a model of the robot’s dynamics. The robot’s kinematics (the mathematical description of its movement) or dynamics can serve as the basis for the model (the mathematical description of the forces acting on the robot). The model is used in combination with sensor data (such as encoder or camera data) to assess the robot’s present state and anticipate its upcoming state.

State estimate examples include −

A robot arm that can be programmed to go to a certain spot. Based on the arm’s present position, the control inputs, and sensor information from encoders on the joints, state estimation is utilized to forecast the arm’s subsequent position.

A self-driving vehicle that estimates its present location on the road using sensor data from cameras and lidar and forecasts its upcoming position using control inputs.

Robotic motion control requires good prediction in order for the robot to move smoothly and precisely to the target location.

How sequential prediction is used in natural language processing?

In natural language processing, sequential prediction is used to foretell the next word or phrase that will appear in a sentence or text. Applications for this method include text production, machine translation, and speech recognition. For instance, sequential prediction is a technique used in voice recognition to anticipate the following word in a phrase based on the words said by the user before it.

Predicting the likelihood of a word sequence in a phrase or text is the core task of language modeling, a branch of natural language processing. Speech recognition, machine translation, and text production are just a few of the applications that employ language models. For instance, while creating text, a language model is used to anticipate the next word in a phrase based on the ones that came before it, producing sentences that are grammatically accurate and coherent.

Natural language processing requires good prediction because it enables more effective and precise communication between machines and people. The effectiveness of natural language processing systems like voice recognition and machine translation can be significantly impacted by inaccurate predictions since they might cause confusion and misunderstanding. To obtain high accuracy in sequential prediction and language modeling, it is crucial to construct and enhance language models.

Methods for Solving Sequential Prediction Problems

Markov Models − In natural language processing, Markov models are a well-liked approach for resolving sequential prediction issues. They are founded on the Markov assumption, which claims that a word sequence’s probability depends solely on its prior n words, where n is referred to as the Markov model’s order. The next word in a phrase can be predicted using Markov models, which can be trained on a huge corpus of text.

Recurrent Neural Networks − RNNs are neural networks made specifically to process sequential input. They are able to take into consideration the context of the words before them in a phrase by maintaining a concealed state that is updated at each time step. To anticipate the next word in a phrase, RNNs can be trained on a sizable corpus of text.

Transformer models − Transformer models are a particular kind of neural network made to handle sequential input. They are built on the attention mechanism, which enables them to consider the context of all prior words in a phrase. To anticipate the next word in a sentence, transformer models can be trained on a huge corpus of text.

Gated Recurrent Units (GRUs) − RNNs of the GRU kind are made to handle sequential data. They can take into account the context of the words that came before by using a gating mechanism to regulate the flow of information between time steps. To anticipate the next word in a phrase, GRUs can be trained on a sizable corpus of text.

Hidden Markov Models (HMMs) − HMMs are a particular kind of Markov model made to deal with sequential data. They include the context of the words that came before it in the phrase by modeling the likelihood of a series of words using a hidden state. The next word in a sentence can be predicted using HMMs, which can be trained on a huge corpus of text.

Conclusion

Finally, sequential prediction problems are a type of problem found in robotics and information processing that has a wide variety of applications. Machine learning methods like hidden Markov models and recurrent neural networks are frequently used to overcome these issues. Solving sequential prediction problems is becoming more crucial in a variety of sectors due to the growing volume of data and the requirement for speedy and precise decision-making. In the upcoming years, research will continue to focus on improving algorithms and methods for resolving sequential prediction challenges.

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Dependency Parsing In Natural Language Processing With Examples

This article was published as a part of the Data Science Blogathon

Introduction

Pure Language Processing is an interdisciplinary concept that uses the fundamentals of computational linguistics and Synthetic Intelligence to understand how human languages interact with technology.

To apply NLP to real-world scenarios, it is necessary to have a thorough grasp of various terminology and ideas. Among which some of the important concepts are Half-of-Speech (POS) Tagging, Statistical Language Modeling, Syntactic, Semantic, and Sentiment Evaluation, Normalization, Tokenization, Dependency Parsing, and Constituency Parsing.

We will examine the principles of Dependency Parsing in this article in order to have a better understanding of how it is applied in Natural Language Processing.

Dependency Parsing

The term Dependency Parsing (DP) refers to the process of examining the dependencies between the phrases of a sentence in order to determine its grammatical structure. A sentence is divided into many sections based mostly on this. The process is based on the assumption that there is a direct relationship between each linguistic unit in a sentence. These hyperlinks are called dependencies.

Consider the following statement: “I prefer the morning flight through Denver.”

The diagram below explains the sentence’s dependence structure:

IMAGE – 1

In a written dependency structure, the relationships between each linguistic unit, or phrase, in the sentence are expressed by directed arcs. The root of the tree “prefer” varies the pinnacle of the preceding sentence, as labelled within the illustration.

A dependence tag indicates the relationship between two phrases. For example, the word “flight” changes the meaning of the noun “Denver.” As a result, you may identify a dependence from

This distinguishes the scenario for dependency between the two phrases, where one serves as the pinnacle and the other as the dependent. Currently, the Common Dependency V2 taxonomy consists of 37 common syntactic relationships, as shown in the table below:

Dependency Tag Description

acl clausal modifier of a noun (adnominal clause)

acl:relcl relative clause modifier

advcl adverbial clause modifier

advmod adverbial modifier

advmod:emph emphasizing phrase, intensifier

advmod:lmod

amod adjectival modifier

appos appositional modifier

aux auxiliary

aux:move passive auxiliary

case case-marking

cc coordinating conjunction

cc:preconj preconjunct

ccomp clausal complement

clf classifier

compound compound

compound:lvc gentle verb building

compound:prt phrasal verb particle

compound:redup reduplicated compounds

compound:svc serial verb compounds

conj conjunct

cop copula

csubj clausal topic

csubj:move clausal passive topic

dep unspecified dependency

det determiner

det:numgov рrоnоminаl quаntifier gоverning the саse оf the nоun

det:nummod рrоnоminаl quаntifier agreeing with the саse оf the nоun

det:poss possessive determiner

discourse discourse ingredient

dislocated dislocated parts

expl expletive

expl:impers impersonal expletive

expl:move reflexive pronoun utilized in reflexive passive

expl:pv reflexive clitic with an inherently reflexive verb

mounted mounted multiword expression

flat flat multiword expression

flat:overseas overseas phrases

flat:title names

goeswith goes with

iobj oblique object

checklist checklist

mark marker

nmod nominal modifier

nmod:poss possessive nominal modifier

nmod:tmod temporal modifier

nsubj nominal topic

nsubj:move passive nominal topic

nummod numeric modifier

nummod:gov numeriс mоdifier gоverning the саse оf the nоun

obj object

obl indirect nominal

obl:agent agent modifier

obl:arg indirect argument

obl:lmod locative modifier

obl:tmod temporal modifier

orphan orphan

parataxis parataxis

punct punctuation

reparandum overridden disfluency

root root

vocative vocative

xcomp open clausal complement

  Dependency Parsing using NLTK

The Pure Language Toolkit (NLTK) package deal will be used for Dependency Parsing, which is a set of libraries and codes used during statistical Pure Language Processing (NLP) of human language.

We may use NLTK to do dependency parsing in one of several ways:

1. Probabilistic, projective dependency parser: These parsers predict new sentences by using human language data acquired from hand-parsed sentences. They’re known to make mistakes and work with a limited collection of coaching information.

2. Stanford parser: It is a Java-based pure language parser. You would want the Stanford CoreNLP parser to perform dependency parsing. The parser supports a number of languages, including English, Chinese, German, and Arabic.

Here’s how you should use the parser:

from nltk.parse.stanford import StanfordDependencyParser path_jar = ‘path_to/stanford-parser-full-2014-08-27/stanford-parser.jar’ path_models_jar = ‘path_to/stanford-parser-full-2014-08-27/stanford-parser-3.4.1-models.jar’ dep_parser = StanfordDependencyParser( path_to_jar = path_jar, path_to_models_jar = path_models_jar ) consequence = dep_parser.raw_parse(‘I shot an elephant in my sleep’) dependency = consequence.subsequent() checklist(dependency.triples()) The following is the output of the above program: [ ((u’shot’, u’VBD’), u’nsubj’, (u’I’, u’PRP’)), ((u’shot’, u’VBD’), u’dobj’, (u’elephant’, u’NN’)), ((u’elephant’, u’NN’), u’det’, (u’an’, u’DT’)), ((u’shot’, u’VBD’), u’prep’, (u’in’, u’IN’)), ((u’in’, u’IN’), u’pobj’, (u’sleep’, u’NN’)), ((u’sleep’, u’NN’), u’poss’, (u’my’, u’PRP$’)) Constituency Parsing

Constituency Parsing is based on context-free grammars. Constituency Context-free grammars are used to parse text. Right here the parse tree includes sentences that have been broken down into sub-phrases, each of which belongs to a different grammar class. A terminal node is a linguistic unit or phrase that has a mother or father node and a part-of-speech tag.

Fоr exаmрle, “A cat” and “a box beneath the bed”, are noun phrases, while “write a letter” and “drive a car” are verb phrases.

Consider the following example sentence: “I shot an elephant in my pajamas.” The constituency parse tree is shown graphically as follows:

IMAGE – 2

The parse tree on the left represents catching an elephant carrying pyjamas, while the parse tree on the right represents capturing an elephant in his pyjamas.

The entire sentence is broken down into sub-phases till we’ve got terminal phrases remaining. VP stands for verb phrases, whereas NP

The Stanford parser will also be used to do constituency parsing. It begins by parsing a phrase using the constituency parser and then transforms the constituency parse tree into a dependency tree.

In case your main objective is to interrupt a sentence into sub-phrases, it is ideal to implement constituency parsing. However, dependency parsing is the best method for discovering the dependencies between phrases in a sentence.

Let’s look at an example to see what the difference is:

A dependency parse links words together based on their connections. Each vertex in the tree corresponds to a word, child nodes to words that are reliant on the parent, and edges to relationships. The dependency parse for “John sees Bill” is as follows:

You should choose the parser type that is most closely related to your objective. If you’re looking for sub-phrases inside a sentence, you’re definitely interested in the constituency parse. If you’re interested in the connection between words, you’re probably interested in the dependency parse.

Conclusion

One of the finest examples is the growth of natural language processing (NLP), with smart chatbots prepared to change the world of customer service and beyond.

In summary, human language is awe-inspiringly complex and diverse.

In addition to assisting in the resolution of linguistic ambiguity, NLP is significant because it offers a helpful mathematical foundation for a variety of downstream applications such as voice recognition and text analytics.

In order to understand NLP, it’s important to have a good understanding of the basics, Dependency Parsing is one of them.

I hope you find the information interesting. If you’d want to connect with me, you may do so via:

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Common Galaxy S9 Problems And Their Solutions

The flagship device of 2023 from Samsung may be less than a month old, but it is already being built up to be on the most popular Android devices of the year. Samsung may have fixed the broken elements of the Galaxy S8 with the new smartphone, but the Galaxy S9 (and the Galaxy S9 Plus, for that matter)is not a perfect Android flagship device just yet.

Not less than a week since the phone was made available for sale across the globe, users are reporting issues left and right. While some of these are more hardware-intensive than software, the only sure-shot way to fix the common Galaxy S9 and S9+ errors is to wait for a software update from Samsung or take matters into your own hands. Speaking of which, the root is available for the S9 handsets now.

We’ve sifted through the Samsung community forums to find the most painstaking and annoying issues that Galaxy S9 and S9+ users are facing. Here’s our take on how you can resolve the most common problems with the flagship devices yourself right now.

Galaxy S9 face unlock (Intelligent Scan) issue

Samsung may not have taken on iPhone X’s TrueDepth Camera yet, but the front-facing camera with the combination of the iris scanner can still do wonders. However, users have reported that the combination of facial recognition technology and iris scanner is not functioning with 100% accuracy as one would expect.

Samsung has already got a software update out for the Galaxy S9 and S9+ which is directed towards fixing the face unlock feature of the front camera. However, you can follow these steps to improve accuracy with the Intelligent Scan feature on the Galaxy S9.

Make sure that you aren’t wearing accessories like a hat or your glasses when setting up Intelligent Scan on your Galaxy S9.

In order to get more accurate results, make sure that your eyes are open wide for the iris scanner to register properly, and the lighting conditions are bright.

Galaxy S9 connectivity issues

Connectivity issues are one of the earliest problems to pop up on a brand new device, and the Galaxy S9 is no exception. The issue has been reported by users, but it seems to be more of a device-specific error rather than a widespread issue like the Intelligent Scan feature problem. Either way, there are a bunch of steps you can take to fix most of the common Bluetooth and Wi-Fi connectivity issues that most Android devices face.

Bluetooth issues

If you have successfully paired with a Bluetooth device and are facing playback issues, turn both the devices off. Now turn them back on and delete the Bluetooth profile for the device from your Galaxy S9 by heading over to Settings – Bluetooth. You can then pair again with the Bluetooth accessory to see if the issue is fixed.

Cache files from your older Bluetooth devices can sometimes cause an issue as well. Head over to Settings – Apps and press the three-dot button to select Show system apps. Scroll down to find Bluetooth and use the Clear Cache button to erase all of your pairing histories and start afresh.

If you’re unable to stream audio over Bluetooth, then we’d suggest checking the Bluetooth device manual to make sure which Bluetooth audio codec is supported by the device. Once you’ve figured that out, simply follow these steps:

Unlock the developer options on your Galaxy S9.

Go back to the Settings menu and scroll to the bottom and select Developer options.

Scroll to the Networking section and then tap on Bluetooth audio codec and select the audio codec which is supported by the device.

If you aren’t able to figure out which audio codec is supported by the Bluetooth device, then simply select All codecs. 

Wi-Fi issues

If you are having trouble with a previously connected Wi-Fi network, simply forget it and add the network again. To do so, head over to Settings – Connections – Wi-Fi and push the Forget button on the network that you’re facing issues with.

The issue could also be with your wireless router, so attempt a simple unplug, and then replug the router after 10 seconds for a quick soft reset.

If you have used Samsung Smart Switch to move your Bluetooth and Wi-Fi settings from the old device to your new Galaxy S9, it can most likely be the culprit behind your connectivity issues. We suggest that you hit the Network Reset button and add all of your Wi-Fi and Bluetooth profiles manually to keep connectivity issues at bay. To do so, simply head over to Settings – General Management – Reset – Reset Network Settings and you’re all done.

Mobile data/LTE issues

Several users have been experiencing issues with LTE connectivity after updating their device with the Android 9 Pie update. The problem does not seem to be fixed with a quick reboot or re-inserting of the SIM card; however, there’s still one thing you could do to help solve the problem.

Some users have reported that resetting the network settings does solve the LTE connectivity issue hence here’s how to reset your Network Settings on the Galaxy S9.

Settings – General Management – Reset – Reset Network Settings – Reset.

Galaxy S9 Samsung Pay issue

Now that the world is going cashless, features like Samsung Pay are the backbone financial service for a lot of mobile users. However, the cashless payment feature seems to be completely out of order on the new Galaxy S9 and S9+ as the app constantly crashes and asks the users to update the app when it is on the latest version.

Unfortunately, all attempts to fix the app itself have failed, but Samsung has acknowledged the issue. A software update is already out to resolve the Samsung Pay app issue on the Galaxy S9, and you can fix it manually too. Simply head over to the Galaxy App Store and you should be able to see an update available for the Samsung Pay app. Users have reported that trying to update Samsung Pay from the app itself causing the app to crash, so you need to go to the Galaxy App Store to do it.

Galaxy S9 Edge Lighting issue

With the release of Galaxy S8, Samsung introduced a new way of making the best out of the curved display with Edge Lighting. The feature has been ported to the Galaxy S9 as well and the people love it, but it does not come without issues either. Several users have reported that Edge Lighting either doesn’t seem to work at all, or only works with specific apps.

From your home screen, head over to Settings – Display – Edge Screen – Edge Lighting.

Enable the feature by setting it to “Always” to make sure that Edge Lighting is displayed for all notifications.

In the Edge Lighting menu, navigate to the Manage notifications tab to see which apps and services is this feature enabled.

You can choose to add all of the apps or specific ones to make sure that Edge Lighting notifications only show up for your favorite apps.

Galaxy S9 missing apps drawer

Following in the footsteps of other Android OEMs, Samsung decided to do away with the apps drawer button on the home screen to give you more real estate for app icons. All you need to do is swipe from the bottom to the top to bring out the apps drawer, but for those who like things old-school, there’s an easy way to go back.

Press and hold anywhere on the home screen to bring up the layout editor page on the screen.

Tap on the gear-shaped icon to access the layout setting and find the Apps Button Open it to view the show apps button option and enable it.

You will now have the old and familiar apps drawer icon on the home screen of your Galaxy S9. Samsung has also included the Home screen only option in the layout settings for you to change the layout of your Galaxy S9 to something similar to that of the iPhone, getting rid of the app drawer and bringing all of your apps to the home screen.

Galaxy S9 fingerprint scanner issue

Samsung hit all the right chords with customers when it decided to move the fingerprint scanner placement to somewhere more naturally reachable on the Galaxy S9. Now that you’d expect people to not be complaining about it, there are some software-related issues that continue to bother users.

The issue with the fingerprint scanner has already been acknowledged by Samsung, and the issue seems to be with the new fingerprint gestures that the Galaxy S9 has introduced. When setting up your fingerprint, Samsung notifies you to swipe your finger rather than tap your finger on the sensor to make the process of fingerprint recognition faster.

Head back to the Settings app and navigate to Lock screen & Security and remove all of the fingerprints that you have registered on your Galaxy S9.

Add your fingerprint again, slowly and carefully this time without using the swiping motion to make sure that your fingerprint is added from all angles.

Additionally, head over to Settings – Advanced features – Finger sensor gestures and make sure to disable it.

Reboot your Galaxy S9 and try to use the fingerprint scanner now to unlock your device. Once Samsung issues an update to fix fingerprint gestures feature, you can enable and start using it again.

Notification badge icon problem

Many Galaxy S9 users are reporting the problem with notification badge on the home screen, where it shows the count of notifications for an app on its icon. On the Oreo OS, Google introduced the Notification dots, where just a dot would appear on the icon, and you can touch and hold the icon to check out the notifications of the app right there on the home screen. Samsung allows you to have one fo the both, as you can choose whether to have a dot in the app’s icon or traditional count. But if you are seeing none, then that is a problem.

To solve this, check out detailed article on how to fix notification badge problem on Samsung Galaxy phones.

New Voicemails notification missing

What’s the point of having an active Voicemail if your Galaxy S9 doesn’t notify you about them? Several reports have emerged that the voicemail app doesn’t seem to notify about the pending voicemails, but here’s how you can fix it.

Head over to the Phone app to access the Dialer and press and hold “1” key or the “Voicemail” icon. Make sure that the Voicemail is set up properly.

To enable notification badge for the voicemails, head over to Settings – Notifications – Advanced and select the Voicemail app from the list. Ensure that “App icon badges” is turned on and underneath the Categories section, select General Notifications and Voicemails and toggle on for both of them and set the Importance to High.

Persistent phantom notifications problem

While some users are annoyed by the Galaxy S9 not notifying them when a new message or voicemail is available, others are going nuts over random notification sounds that seem to go off regardless of what you’re doing on the phone.

Head over to Settings – Notifications and turn off notifications for all of the apps that you don’t want to be notified by.

Third-party apps can sometimes send out ghost notification sounds and still not show up on the display screen, so you can turn on Safe Mode to see if a third-party app is an issue. Turn off the Galaxy S9 and turn it on by holding down the Power and Volume Down buttons until the Samsung logo appears, at which point you can let go of the Power button. If the ghost notifications are no more, then it is most likely a third-party app that is giving you grief.

An Accessibility feature called Notification Reminder could also be causing this issue, so head over to Settings – Accessibility – Notification Reminder and turn it off.

If you can’t pinpoint when the issue started arising, then resetting the app notification preferences is your best bet. Go to Settings – Notifications – Advanced and press the three-dot menu button to select Reset Preferences.

Finally, if none of the solutions work, performing a factory reset is a dependable way of setting your Galaxy S9’s notification issues straight.

Alarm volume resets to low setting

For those of us who have a hard time getting up in the morning, relying on our smartphone to wake us up is a serious use. But for some users, the Galaxy S9 alarm tone seems to reset itself to medium or low even when the ringer is set all the up to high.

Make sure that the Alarm sound is set to high from the Clock app itself. After adding an alarm, tap on Alarm sound and after choosing your desired tone, make sure that you drag the slider to the maximum.

Cache files can sometimes cause an issue with the Clock app as well. Head over to Settings – Apps and press the three-dot button to select Show system apps. Scroll down to find Clock and use the Clear Cache and Clear Data button to start afresh.

If you can’t seem to clear the Clock app cache and data, wipe cache partition of the entire device.

Calls rejected automatically

Most Android devices these days come with a built-in “call reject” feature that allows you to send out a text message with a single swipe when you aren’t able to answer a call. On the Galaxy S9 however, some users have experienced that the call is automatically rejected when pulled out of the pocket, and the callers get a quick reply message saying “Sorry Can’t talk right now. Call back later”. If you have a paid messaging plan, this could end up costing you money.

The issue seems to be related to Edge Lighting, and unfortunately, the only solution to it right now is turning off the Edge Lighting feature partially. you can do this by heading over to Settings – Edge Screen – Edge Lighting and enable it for only “When screen is on“.

Galaxy S9 Camera issue

The dual-aperture camera setup on the Galaxy S9 is one of the unique features it has over the other flagships, and it certainly has caught the eye of many. However, some users have been experiencing issues while using the Camera app to focus on certain objects. Users complain that the view becomes blurry and the auto-focus does not kick in to rectify the problem.

Turn the device around and try cleaning the lens cover of the rear camera with a dry and clean cloth.

Cache files can sometimes cause an issue with the Camera app as well. Head over to Settings – Apps and press the three-dot button to select Show system apps. Scroll down to find Camera and use the Clear Cache button to start afresh.

Since multiple users have faced the Camera focus problem, it could very likely be hardware related. We recommend you reach out to Samsung or the retailer and get the Galaxy S9 replaced as it is still within the warranty period.

Additionally, multiple reports have surfaced indicating that the Galaxy S9 rear camera lens is cracking spontaneously. Samsung is yet to address the issue officially and while it would be hard to convince the service reps that it wasn’t caused as a result of physical force, if you do face the issue, report it to Samsung customer service right away.

Galaxy S9 Music playback issues

While music playback has been an issue widely related to the Android 8.0 Oreo version, it seems to be even more persistent among Galaxy S9 users as a whole. The forums are packed with users facing issues when trying to listen to music through third-party apps such as Spotify, Google Play Music, Pandora and many others. Music playback seems to stop by itself after playing for around 20-30 minutes, even if the app is playing in the background.

Some reports suggest that the issue is related to Bluetooth headphones playback. Samsung is aware of the issue and is expected to roll out a fix, most likely with the Android 8.1 Oreo update.

Third-party apps are competing to use similar resources on a single device, which could cause the playback to cut off. Try removing similar third-party apps and see if it fixes the issue.

If you cannot root out the app that might be causing the issue, try clearing the cache of all apps at once by using the Wipe cache partition option from the recovery menu.

Galaxy S9 Ads problem

How to stop random Pop-up Ads on your Galaxy S9 and other Samsung devices

Galaxy S9 Chromecast issues

One of the trending issues with the Galaxy S9 seems to be its inability to connect to certain devices. In the case of Google Chromecast, users are unable to find their Chromecast device with the Google Home app on the Galaxy S9.

It seems that an OTA update from Samsung has fixed the issues for the majority of users. Make sure you are updated to the latest software version and then checking again.

The issue could be caused due to the network conflict, which can be easily corrected by resetting the network settings. Head over to Settings – General Management – Reset – Reset Network Settings and you’re all done.

Galaxy S9 charging issue

Some Galaxy S9 users are facing a weird issue while trying to charge their device since the USB Type-C cable seems to only charge the device with one side while when plugged in the other way around the device does not charge.

Since the included Type-C charger should be able to charge the device when plugged in either way, we’d suggest trying out the following to fix the issue:

Possible solution:

Make sure the charging port of the device is clean. To do this try using a compressed air can to blow out any debris from the device’s charging port.

Be sure to use the power brick and cable that came with the device or use a certified USB Type-C cable when charging the device.

In case you still aren’t able to fix the issue, then we’d suggest visiting the nearest Samsung service center to have the issue looked at since the issue could be due to hardware problems or a damaged USB Type-C port.

Several users have been reporting that after installing the Android Pie Beta update on their Galaxy S9, they aren’t able to use Google Pay to make payments.

Possible solutions:

Given that the users have installed the Beta update, currently, the device isn’t Google Play certified due to the software being in Beta testing.

Simply install the Stable version of the Pie update which is now available on the Galaxy S9.

After updating the device to the stable build of Android Pie, try using Google Pay once again.

Galaxy S9 Plus camera focusing problem

Fortunately, this isn’t a common issue and has only been reported by one Galaxy S9 Plus user. The user claims that the camera isn’t focusing on objects further than 2 inches away.

This seems to be rather strange and could indeed be a hardware issue; however, before you send in your device for any repairs, try these few steps below:

Possible solutions:

Reboot the device: Press and hold the Power button and then tap on Restart. 

Perform a factory reset: Before proceeding to do so, make sure to create a backup of your device to avoid any data loss.

If you followed the above steps with no success, then the problem most likely is hardware related and we’d suggest visiting the nearest Samsung service center to have the issue sorted.

Some users are reporting that the option to hide the navigation bar is missing after updating their device to One UI. This, unfortunately, isn’t a bug or glitch, rather the feature has been completely removed with One UI.

While there’s no official reason from Samsung as to why the feature has been removed, our best guess is because the company now wants more users to use the Full screen gestures to navigate and enjoy a full screen experience.

The only way to get rid of the navigation bar is to toggle it off completely and use the Full screen gestures feature with One UI.

Go to Settings.

Tap on Display and then select Navigation bar.

Tap on Full screen gestures.

Before Samsung launched the Galaxy S8 which got rid of the home key, previous Samsung devices had a double tap home key to launch the camera feature which was pretty useful; however, with the Galaxy S8 Samsung added the same feature to the power button and users could double tap the power button to launch the camera.

Unfortunately, the feature has been completely removed with the new One UI update which is pretty disappointing since there’s no reason to justify the removal of this useful feature.

Recents menu glitch

Possible solutions:

As of now, the only possible solution might be to perform a factory rest on your device. To do this, simply check out our troubleshooting guide at the bottom of this post.

You might also want to make sure you’re running the latest update for your device.

In case the issue still isn’t fixed for you, then we’d suggest waiting for a new OTA update to be released which might help solve the problem.

High amount of noise in images taken with Live focus

Some users are reporting that they are seeing way too much noise in images taken with the Live focus mode.

Possible solutions:

You might also want to double check to see if the camera lens is clean since a dirty camera lens might introduce a few distortions in the image.

Notifications not expanding on lockscreen

The issue isn’t actually an issue; however, several users are confused as to why their notifications aren’t expanding on the lockscreen.

Possible solution:

To view the entire contents of a notification, you must toggle off the Hide content option in the Lockscreen settings.

Now you would be able to see and expand the notification on the lockscreen; however, others would be able to view the notifications on your device as well without unlocking the phone.

Hotspot icon not showing in status bar

Some users aren’t able to see the Hotspot icon on the status bar on their Galaxy S9. This might be the result of the Network status notification being on silent and minimized in the Notifications setting.

This may sound a bit tricky; however, simply follow the steps below to solve the problem.

Possible solution:

With the hotspot turned on, pull down the notification panel and simply press and hold on the Hotspot active notification.

Tap on Details and then select Network status.

Now, tap on Notification style and make sure it is on Silent rather than on Silent and minimized. 

If you want a sound to play each time you enable the Hotspot, then you could also select Sound from the notification style.

Auto calling person after texting

Some users are reporting that after texting a person when the place the device in their pocket the said person is automatically called without any user input.

While this might seem a bit weird, it actually might be caused by the Direct call feature. When enabled, the Direct call feature lets users initiate a call to whichever contact is on the screen by simply holding the phone up the ear.

Possible solution:

Turn off the Direct call feature:

Once the feature has been disabled, you should no longer face the issue on your Galaxy S9.

Troubleshooting guide

Your brand spanking new Galaxy S9 will hardly give you system issues that most Android devices do after a year of use. However, if you experience random reboots, app crashes, and screen freezing issues every now and then, using the basic reset methods is always a good way to bypass most errors.

Soft Reset

Press and hold the Power and Volume Down button simultaneously for 10 seconds until the Galaxy S9 powers off. This is ideal for situations when your device screen becomes unresponsive.

Hard Reset

Turn off the Galaxy S9, and then press and hold the Volume Up and Power button simultaneously.

Release the Power button when the Samsung logo appears, but continue to hold the Volume Up

On the Android recovery screen, use the Volume Down button to navigate down to wipe data/factory reset and press the Power button to select it.

Use the Volume Down button to select Yes — delete all user data, and then press the Power button to confirm.

Wait for the reset to finish and press the Power button when prompted with the message to Reboot system now.

Wipe cache partition

Turn off the Galaxy S9, and then press and hold the Volume Up, Bixby and Power button simultaneously.

Release the Power button when the Samsung logo appears, but continue to hold the Volume Up and Bixby buttons.

On the Android recovery screen, use the Volume Down button to navigate down to wipe cache partition and press the Power button to select it.

Use the Volume Down button to select Yes — delete all user data, and then press the Power button to confirm.

Wait for the reset to finish and press the Power button when prompted with the message to Reboot system now.

Bitcoin Price Prediction – How Much Will It Be Worth In 2023 And Beyond?

Is Bitcoin a good investment? Discover what the Bitcoin price prediction has to say about the price of BTC in 2023-2030.

Everyone has heard of Bitcoin. As the coin that started the cryptocurrency movement, Bitcoin has positioned itself at the top of the pile – and after a stellar 2023, Bitcoin looks set to experience some remarkable value increases in the months that lie ahead.

In this article, we’ll present our Bitcoin Price Prediction, covering both the short and long-term outlook and highlighting the best place to buy Bitcoin today – with zero commissions!

According to Bitcoin price prediction, the price of BTC will reach $33,748 by the end of 2023, rising to $69,712 by the end of 2023 and $90,000 by the end of 2025. Bitcoin will then rise to $161,118 in 2027, and $295,000 in 2030.

How realistic are these Bitcoin price predictions given the current Bitcoin price? If you’re still asking yourself ‘is Bitcoin a good investment?’ — we’ve got you covered. We’ll run through our BTC/USD price predictions for 2023 and the rest of the decade.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction – Overview

At the time of writing, the Bitcoin price today is hovering around the $19,500 level, following a sustained downtrend over the past few months. To help provide an overview of BTC’s long-term outlook, presented below is our price forecast for the years ahead:

End of 2023 – Bitcoin’s value has dropped by around 50% in the past five months, driven by the current bear market. Bouncing back from the current decline, Bitcoin will see highs above $60k again in 2023 and reach a top price above $35,000..

End of 2023 – Once the Bitcoin price begins a bull run, it can sustain itself for a period of months. Thus, assuming the momentum continues, we could see BTC return to the $69,000 level by the very end of 2023.

End of 2025 – Over the coming years, although some of the best altcoins may develop better utility and uses than Bitcoin, the leading cryptocurrency should retain its ranking due to its ‘first mover’ status. Due to this, our Bitcoin price forecast estimates the coin could reach a value of $90,000 by the end of 2025.

End of 2030 – With the acceptance of BTC reaching epic proportions in 2030, Bitcoin will appreciate above $1 million per coin to hit an all-time high above $150,000.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price History Historical Bitcoin (BTC) Price Movements

Analyzing Bitcoin’s price history is one of the first things you should do when considering investing in BTC. Let’s look over some of Bitcoin’s most important price movements.

What was Bitcoin’s starting price?: Bitcoin was worth $0 when it was first introduced to potential users in 2009. BTC wasn’t given value until July 2010, when exchanges began to sell it for $0.09.

Highest Bitcoin price ever: Bitcoin’s all-time high is $68,789.63, which it reached on the 10th of November 2023.

What was Bitcoin’s lowest price?: CoinMarketCap records Bitcoin’s all-time low as $65.53 on the 5th of June 2013.

In 2023, Bitcoin started the year at $29,374.15, hit its all-time high above $68k, and ended the year at $46,306.45. BTC’s 52-week low is $28,893.62.

So far in 2023, the price of Bitcoin has dropped by over 60% at the time of writing in October 2023.

Bitcoin Price Chart

Technical Analysis Of Bitcoin’s (BTC) Price Movements

When you study the past performance of a cryptocurrency, you familiarize yourself with how it moves. Some are more volatile than others, and some increase or decrease in a certain way. Technical analysis will enable you to make better Bitcoin price predictions.

From the graph above, Bitcoin price analysis shows that BTC clearly saw its biggest gains in 2023, prior to this Bitcoin had difficulty climbing back to its previous all-time high of almost $20k in 2023 — particularly in 2023. Though with every price correction, BTC has managed to escape at the other end slightly higher than when it started.

The Bitcoin price from 2009 to 2023 was also a highly interesting period. The asset went from virtually nothing to thousands of dollars per coin in a few short years. Much of this enormous rise has been attributed to the Bitcoin halvening.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Predictions Long Term Outlook

A long-term investment in Bitcoin is generally believed to be the better option with many BTC holders holding on tight to their Bitcoin. Our Bitcoin price prediction also suggests that this could be the case, suggesting that the value of BTC will rise to $33,500 by the end of 2023, $69,000 in 2023, and achieve a mean price of $90,000 by 2025 — an increase of over 300% in three years.

Aside from analyzing Bitcoin’s historical prices, we also need to look at what causes Bitcoin prices to fluctuate and how the Bitcoin price is determined. You can then factor these into your Bitcoin price predictions and answer the question ‘should I invest in Bitcoin?’

Like any limited commodity, supply and demand hugely affect the price of Bitcoin. The price of Bitcoin is driven up when the demand for new tokens is greater than the supply — something which usually happens in the aftermath of a Bitcoin halving, causing some investors to think of it as a form of artificial inflation.

This factor will have a less volatile effect once the maximum supply of Bitcoins has been issued. However, current estimates predict that this won’t happen until around the year 2140.

Media coverage is also hugely important when it comes to drumming up investor interest in cryptocurrency. Back in 2023-2024, renewed interest in BTC (along with the rest of the crypto market) was largely driven by a media frenzy. The more coverage the skyrocketing prices received; the more people began to invest. This created an imbalance between supply and demand that caused the price of Bitcoin to soar.

At the end of 2023, we saw this again. When the payments network PayPal announced that it would enable people to store BTC in their PayPal wallets, Bitcoin hit the headlines with a vengeance, giving many would-be investors the push they needed to add BTC to their portfolios. The fact that Bitcoin was gaining real-world applications countered worries that it was too impractical to rival fiat currency.

Another factor that can potentially affect the price of Bitcoin is market competition. When new altcoins enter the market, or other high-ranking cryptocurrencies start to attract elevated levels of investor interest, it can cause traders to start focusing on alternative forms of crypto. This is particularly true when it comes to Bitcoin Cash. The Bitcoin hard fork is a third-generation cryptocurrency that many people believe is superior to BTC as it was designed to solve some of the problems that plague the king of cryptocurrency.

However, the good news is that Bitcoin is far more resilient to market competition than most altcoins. In over 10 years, it’s never lost its status as ‘digital gold’, even though new cryptos might be technically more robust or scalable. Changes in Bitcoin’s price often foretell similar movements across the industry as a whole. Many analysts have noticed that bullish or bearish BTC runs are closely mirrored by other cryptos, although the opposite doesn’t seem to be true.

Then there’s regulation. The world of cryptocurrency has been mostly unregulated throughout the world, but due to increasing governmental pressure, it’s becoming more closely controlled. This is creating a level of long-term uncertainty, as some investors worry that new regulations will cause the demand for Bitcoin (and other cryptocurrencies) to fall. This could be a result of future taxation measures or new restrictions.

Bitcoin halving is an event that’s designed to control the circulation of Bitcoin tokens and make the cryptocurrency more scalable.

Because the maximum supply of Bitcoin is capped at 21 million, the halving is set to occur each time 210,000 new blocks are added to the blockchain, something that roughly equates to once every four years. This process means that the reward for mining new Bitcoin blocks is slashed in half, slowing the pace at which we’ll max out the supply. There are currently 18.8 million BTC in circulation (90% of all BTC) and current estimates suggest we’ll reach 21 million in the year 2140.

The 2024 Bitcoin halving saw the price of BTC increase by an incredible 93% throughout the rest of the year. Before the last halving occurred in 2023, investors noted that if the cryptocurrency followed a similar pattern again, we could feasibly see the price of Bitcoin rise to around $15,000 before the end of the year. Sure enough, we did!

Looking at Bitcoin from all perspectives, Bitcoin has a lot of potential as either a short-term investment (one year) or a long-term investment (five to 10 years). Here are our Bitcoin price predictions for 2023 to 2030.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction 2023

Bitcoin has been viewed as one of the best investments for years due to the coin’s ‘leading’ status within the market. However, as mentioned earlier, the Bitcoin crypto price has dropped significantly from November 2023’s all-time highs. Given this fact, what does the remainder of 2023 hold for Bitcoin?

One of the main things going in Bitcoin’s favor is its relatively solid standing within the crypto market. This reputation is not only driven by retail investor interest but also interest from institutional investors. Many major corporations have added and held BTC in their portfolios to gain exposure to the cryptocurrency sector.

​​Due to this, our Bitcoin price prediction 2023 sees the leading crypto return to the $33,000 level by the end of the year.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction 2023

The growing crypto market will continue to find new ways to market Bitcoin to new investors who have never invested in crypto before.

This development should help the leading digital currency continue growing over time, which is why our Bitcoin price prediction 2023 estimates the coin could be worth $68,000 by this point.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction 2024

Bitcoin halving will most certainly impact the price of BTC in 2024 and the block reward is halved. Bitcoin will start off 2024 strong and head to a new high of $98,506 towards the beginning of the year. Maintaining an average price of $86,400, Bitcoin will also have a potential low of $57,653, as per our Bitcoin price prediction forecast. The 2024 end of year price for BTC will be $84,741.

So, ‘should I invest in Bitcoin?’ Our short-term cryptocurrency predictions suggest a healthy upwards trend is in the making for the next few years. The predictions for 2023 to 2024 are varied, ranging from $32,522 to $98,506. If you think Bitcoin could do better in the long-term, let’s take a peek at Bitcoin price predictions for 2025 to 2030. What could we expect from long-term Bitcoin price predictions?

Bitcoin Price Prediction 2025

In 2025, we’ll likely see the full effects of Bitcoin’s halving which could potentially start another bull run. Managing to maintain a yearly low of $78,361 for 2025, Bitcoin can jump to a maximum price of $105,033.

The long-term Bitcoin price prediction estimates that BTC value in 2025 could increase to $92,000 and generate 234% return from today’s price.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction 2030

Finally, let’s touch on our Bitcoin price prediction over the long term.

In 2030, we could see the price of Bitcoin balloon to epic proportions as whole countries begin accepting it as legal tender. Appreciating 1,656% over its recent all-time high by 2030, Bitcoin is estimated to reach a maximum of $350,000.

Our long-term Bitcoin price prediction also foresees an exceptional low of $270,000 and an acceptable average of $295,000 by December 2030.

Bitcoin’s price will likely be driven by a combination of real-world use cases and speculation. All of the best crypto exchanges offer BTC as a tradable asset, making it easy for beginner investors to get their hands on the leading coin.

Virtual currencies are highly volatile. Your capital is at risk

Is Bitcoin A Good Investment?

Bitcoin is one of the most profitable crypto investments. Considering that Bitcoin has risen from a value of cents to over $68k per coin, it is safe to say that it is a good investment. Bitcoin price forecasts suggest the BTC will further appreciate in the coming years.

While Bitcoin has increased massively since its creation, that does not mean that it’s too late to buy. For starters, as a highly volatile asset, you can still profit from price fluctuations in the short-term, and in the long-term, experts strongly suspect that Bitcoin will continue to rise as it becomes more accepted.

An ROI (return on investment) of 31,106.39% is unmistakable evidence that Bitcoin is a profitable investment. Furthermore, price forecasters strongly believe that BTC will rise in the coming years.

The number of prominent Bitcoin supporters only seems to be increasing and with Wall Street financiers buying up more and more BTC, it seems likely that central banks across the globe will eventually greenlight Bitcoin.

However, it is still risky to invest in Bitcoin. There are still plenty of countries where owning Bitcoin can be dangerous, and regulators are still finding the right way to regulate it. That aside, it is one of the safer cryptos to own.

In summary, With current Bitcoin price predictions suggesting that BTC will continue to rise for the foreseeable future, it would be pretty smart to buy now before it gets too expensive.

Virtual currencies are highly volatile. Your capital is at risk

Where to Buy and Invest in Bitcoin

Throughout this Bitcoin price forecast, we’ve covered all of the bases in terms of price potential and future outlook. However, another crucial part of investing in Bitcoin is choosing an appropriate broker or exchange to facilitate your investment needs. Similar to when you buy stocks online, you’ll need to find a platform that allows you to invest safely and cost-effectively, ensuring your trading is optimized.

Luckily, we’ve conducted in-depth research and testing of the broker options on the market and have found that eToro offers the best platform for new users to buy Bitcoin. Firstly, eToro has a fantastic reputation worldwide, providing regulation from the SEC, FCA and ASIC.

eToro’s minimum deposit is only $10 and can be completed via credit/debit card, bank transfer, or various e-wallets. Notably, eToro accepts PayPal as a deposit method. This means that you can essentially buy Bitcoin with PayPal if you decide to partner with eToro!

Finally, eToro offers numerous handy features for investors, most notably their CopyPortfolio feature. This feature allows users to invest in a professionally managed portfolio without paying any management fees whatsoever. Crypto traders may be interested in the ‘CryptoPortfolio’, which contains a selection of top digital currencies. An investment in this will provide an effective and optimized way of gaining exposure to the crypto market.

Virtual currencies are highly volatile. Your capital is at risk

Bitcoin Price Prediction – Conclusion

This article has presented a comprehensive Bitcoin price prediction for the months and years ahead, touching on Bitcoin’s utility and value potential. Although the coin has lost its footing in recent months, BTC still retains its place as the most widely-used crypto – providing a strong platform for future success.

If you’re looking for an exciting new coin with high potential, check out IMPT, an innovative crypto and carbon credit platform that’s currently in presale.

We’re all pretty aware of Bitcoin’s failings, but its strengths far outweigh them, as our Bitcoin price predictions suggest. First and foremost, if Bitcoin can keep attracting new investors, these issues will become smaller and smaller. The adoption of Bitcoin is key to Bitcoin price predictions more than anything else.

Bitcoin has proven not to be a bubble several times already. An asset in a bubble doesn’t inflate, pop and then keep growing. BTC is here for the long run.

If you’ve been scouring the internet for the top Bitcoin price predictions for the rest of the decade, we hope this article was helpful. Investing in crypto is fraught with risk so a well thought out risk management strategy is needed before you add BTC to your portfolio. Despite this, current trends suggest the value of Bitcoin will ultimately rise by around 2,808% by the year 2030.

Following our Bitcoin price predictions, it would appear that investors can get the most out of BTC in the long run with the charts suggesting it could be a smart investment for those who are happy to take long-term positions.

Virtual currencies are highly volatile. Your capital is at risk

Will Bitcoin (BTC) Hit $100,000?

After reaching $67,000 in late 2023, the likelihood of Bitcoin surpassing $100k has only gotten stronger. Bitcoin price prediction could hit the $100k barrier and can be breached by 2027 at the earliest.

Will Bitcoin (BTC) Reach $1 million?

Bitcoin certainly can reach $1 million per coin, especially if it continues to grow in popularity. At the earliest, the BTC price prediction indicates that $1,000,000 per Bitcoin will happen by 2035.

Will Bitcoin Go Back Up?

Bitcoin price predictions strongly suggest that Bitcoin will recover and hit several new highs in the next few years.

What will Bitcoin be worth by 2023?

Considering our research and analysis, our Bitcoin forecast for 2023 sees the coin being valued beyond the $30,000 mark by the end of the year.

What Will Bitcoin Be Worth In Five Years?

In the next five years, we have calculated that the price of Bitcoin can touch a high of $170,452. That’s a 540% increase.

What Will Bitcoin Be Worth In 2030?

Bitcoin will spend much of 2030 above $290,000 and could hit a mind-blowing $320,000 per coin, according to our Bitcoin price prediction.

What Will Bitcoin Be Worth In Ten Years?

Ten years reaches slightly beyond our Bitcoin price prediction, however, given its rate of appreciation, it would not be too unusual to suggest a high of up to $1.5 million per BTC.

Will Bitcoin (BTC) Go Up?

Current Bitcoin price prediction data and market sentiment strongly imply that we will see an increase in the price of Bitcoin in both the short and long term. Indefinitely Bitcoin will rise. Aside from our optimistic Bitcoin price prediction which suggests that BTC will increase over the coming years, historically, Bitcoin’s lows have gotten higher, suggesting an underlying upwards trend.

Bitcoin Price Prediction 2040

Between $2 and $3 million per Bitcoin if BTC continues to follow the trajectory outlined by our BTC/USD price prediction for 2023 to 2030.

Top 10 Robotics Startups To Look Out For In 2023

Across the world several robotics startups are merging to drive significant innovations.

Running a Covariant’s mission is to build the Covariant Brain, a universal Digital Dream Labs (DDL) is the leading provider of hands-on educational technology for children ages 4 to 9. The company’s products satisfy the need for engaging, language- and system-agnostic designs that allow pre-readers to interface with both on-screen environments and other devices such as educational robots, smart speakers, and other smart devices, and drones.  

Soon, the demand for food will surpass what our current systems can supply. Meanwhile, all around the globe, consumers and governments are calling for more sustainable food. At FarmWise, the team harnesses the power of AI to find solutions to this worldwide challenge and help growers thrive in this new farming era. The company works hand in hand with growers to understand their constraints, address their priorities, and build products that are changing their lives for good. Farming has always required passion and hard work. Covariant is here to merge age-old farming knowledge with the latest technologies to optimize farming processes and reconcile sustainability with growers’ profitability.  

Freedom Robotics is the leading provider of software infrastructure for modern robotics companies. Based in San Francisco, California, Freedom Robotics creates mission-critical software infrastructure to enable the next generation of robotics companies to build, operate, support, and scale robots and robotic fleets. Freedom Robotics is platform agnostic and works with any robot and installs in seconds with just one line of code in order to help robotics companies bring their product to market 10x faster with half the resources.  

Outrider, the pioneer in autonomous yard operations for logistics hubs, helps large enterprises improve safety, increase efficiency, and optimize their workforce. The only company exclusively focused on automating all aspects of yard operations, Outrider eliminates manual tasks that are hazardous and repetitive. Outrider’s mission is to drive the rapid adoption of sustainable freight transportation by deploying zero-emission systems. Outrider is a private company backed by NEA, 8VC, and other top-tier investors.  

Refraction AI builds and deploys robotic platforms for providing safe and scalable last-mile goods delivery in urban areas. The company picks up goods from places like restaurants, pharmacies, and grocery stores and bring them directly to your house, enabling faster, cheaper, and safer delivery to meet customer’s growing expectations.  

Robust.AI is a fast-growing early-stage startup founded by an unsurpassed team of veterans in robotics, business, and AI. Current robots are extremely limited, typically relegated to highly controlled environments, unable to function in dynamic, open-ended environments, and poorly equipped to deal with the unexpected. The company is building an industrial-strength cognitive platform — the first of its kind — to enable robots to be smart, collaborative, robust, safe and genuinely autonomous, with applications in a very broad range of verticals from construction and delivery to warehouses and domestic robots  

Construction impacts our daily lives in unique ways. The industry shapes the cities we live in, producing the homes we dwell in and the infrastructure that drives our economies. With 200,000 people a day globally moving to urban areas, the industry must respond to some of the biggest challenges of our time, but it is plagued by waste and inefficiency. At Scaled Robotic, the team is applying robotics and machine learning to build new tools that can track, analyze and optimize the construction process  

Southie Autonomy makes automation affordable, easy, and flexible by creating a new way to talk with robots. With a tool called The Wand, anyone can tell the robot what to do in under 10 minutes using simple gestures. NO coding, NO programming, just use The Wand! In manufacturing today, automation can be extremely expensive, time-consuming, and often results in a robot doing 1 task. At Southie Autonomy the team cuts these high costs by at least 50%, with no expert coder or complex installation required. Now, your workers can assign a new task to a robot in under 10 minutes versus the 2-8 hours it takes experts.  

Top 10 Indian Robotics Startups Secured Funding In Q1 2023

The world has been witnessing a growing crop of robotics startups, let’s look at their funding and investments

Technological breakthroughs, especially robotics and artificial intelligence, around the world are rapidly changing the way of human interaction with technology surrounding everyone.

CynLr

Total Funding Amount: US$5.3M Recent Investors: Speciale Invest and Srivats Ram CynLr is a visual object intelligence platform that enables industrial robotic arms to see, understand and manipulate any object in random unstructured environments. CynLr intends to simplify manufacturing through its visual robots or object computers, just as the computers simplified data processing.  

Data Sutram

Total Funding Amount: US$2.3M Recent Investors: Indian Angel Network and Varanium Capital Advisors Data Sutram is an AI-driven platform that provides Intel on People & Places with data from 250+ sources. Our proprietary AI and ML-driven data engine automatically convert raw unstructured sources of data from satellites, mobile phones, POS machines & several other sources to create insights that capture how people live & behave, available for any location in varying levels of granularity.  

Mukunda

Total Funding Amount: US$5M Recent Investors: Zomato and Ncubate Capital Partners Mukunda Foods Pvt. Ltd is into the design & development of automated food equipment for use in the Indian food retail segment. Bringing automation into Indian food products is the focus of Mukunda Foods, They make food-making machines for hotels, restaurants & eateries.  

Addverb Technologies

Total Funding Amount: US$$132M Recent Investors: Reliance Industries  

DarwinBox

Total Funding Amount: US$107M Recent Investors: SCB 10X and Lightspeed India Partners Darwinbox is a leading provider of cloud-based Human Resources Management Software (HRMS). With a new-age enterprise-focused HR Technology suite, Darwinbox engages and empowers employees across the entire lifecycle (hire-to-retire) with a smarter, simpler & mobile-first HR Tech experience powered by AI and Machine Learning  

Ati Motors

Total Funding Amount: US$3.5M Recent Investors: LetsVenture and MFV Partners Ati Motors is one of the most unique industrial robotics startups in India right now. The firm has assembled an interdisciplinary team of around 30 engineers across. With an applied research focus, it is high on both academic rigor and implementation expertise. Apart from the in-house team, Ati Motors leverages the excellent vendor ecosystem in Bangalore that already caters to sophisticated aerospace, automotive, and electronics verticals.  

Accio Robotics

Total Funding Amount: US$34.2K Recent Investors: Utpal Doshi and Pankaj Bhargava Accio Robotics is a robotics automation company focused on manufacturing state-of-the-art hardware and software automation solutions. The company aims to simplify the robotics market for businesses. The reason for the push for robotics and automation in various industries is simple. It helps in cutting the lead times of product development when deployed for value-added tasks, and it helps in aiding humans as well as at the same time reducing human error when deployed in incidental tasks.  

Diamond Age

Total Funding Amount: US$58M Recent Investors: Dolby Family Ventures and Alpaca VC Diamond Age is automating new home construction for the production housing industry. Our Robotics-as-a-Service system combines 3D printing, mechatronics, and robotics to unlock the industry’s enormous growth potential by backfilling the massive labor shortage and driving construction cycle times down from 9 months to 30 days.  

Starship Technologies

Total Funding Amount: US$197.7M Recent Investors: TDK Ventures and Goodyear Ventures Starship Technologies is a robotics company building fleets of self-driving delivery robots designed to deliver goods locally within 30 minutes. The robots drive autonomously 99% of the time to make safe and environmentally friendly curb-side deliveries from a local hub. They also offer people convenient new services that improve everyday life. Starships Technologies robots are equipped with a sensor suite that includes cameras, GPS, and inertial measurement units.  

Gecko Robotics

Total Funding Amount: US$122.3M Recent Investors: XN and Mark Cuban Gecko Robotics has developed robots to automate infrastructure inspections alongside software to aggregate and contextualize data to provide the ultimate end-to-end experience for customers. Gecko currently serves any industry with large pieces of critical infrastructure, focusing on enabling infrastructural integrity, safety, and reliability.  

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