artificial intelligence training institute Archives - DexLab Analytics | Big Data Hadoop SAS R Analytics Predictive Modeling & Excel VBA

Tag: artificial intelligence training institute

5 Ways Artificial Intelligence Will Impact Our Future

Posted on by Dexlab

5 Ways Artificial Intelligence Will Impact Our Future

Artificial Intelligence, or, its more popular acronym AI is no longer a term to be read about in a sci-fi book, it is a reality that is reshaping the world by introducing us to virtual assistants, helping us be more secure by enabling us with futuristic measures. The evolution of AI has been pretty consistent and as we are busy navigating through a pandemic-ridden path towards the future, adapting to the “new normal”, and becoming increasingly reliant on technology, AI assumes a greater significance.

The AI applications which are already being implemented has resulted in a big shift, causing an apprehension that the adoption of AI technology on a larger scale would eventually lead to job cuts, whereas in reality, it would lead to the creation of new jobs across industries. Adoption of AI technology would push the demand for a workforce that is highly skilled, enrolling in an artificial intelligence course in delhi could be a timely decision.

Now that we are about to reach the end of 2020, let us take a look at the possible impacts of AI in the future.

AI will create more jobs

Yes, contrary to the popular apprehension AI would end up creating jobs in the future. However, the adoption of AI to automate tasks means yes, there would be a shift, and a job that does not need special skills will be handled by AI powered tools. Jobs that could be done without error, completed faster, with a higher level of efficiency, in short better than humans could be performed by robots. However, with that being said there would be more specialized job roles, remember AI technology is about the simulation of human intelligence, it is not the intelligence, so there would be humans in charge of carrying out the AI operated areas to monitor the work. Not just that but for developing smarter AI application and implementation there should be a skilled workforce ready, a report by World Economic Forum is indicative of that. From design to maintenance, AI specialists would be in high demand especially the developers. The fourth industrial revolution is here, industries are gearing up to build AI infrastructure, it is time to smell the coffee as by the end of 2022 there will be millions of AI jobs waiting for the right candidates.

Dangerous jobs will be handled by robots

In the future, hazardous works will be handled by robots. Now the robots are already being employed to handle heavy lifting tasks, along with handling the mundane ones that require only repetition and manual labor. Along with automating these tasks, the robot workforce can also handle the situation where human workers might sustain grave injuries. If you have been aware and interested then you already heard about the “SmokeBot”. In the future, it might be the robots who will enter the flaming buildings for assessment before their human counterparts can start their task. Manufacturing plants that deal with toxic elements need robot workers, as humans run a bigger risk when they are exposed to such chemicals. Furthermore, the nuclear plants might have a robot crew that could efficiently handle such tasks. Other areas like pipeline exploration, bomb defusing, conducting rescue operations in hostile terrain should be handled by AI robots.

Smarter healthcare facilities

 AI  implementation which has already begun would continue to transform the healthcare services. With AI being in place CT scan and MRI images could be more precise pointing out even minuscule changes that earlier went undetected. Drug development could also be another area that would see vast improvement and in a post-pandemic world, people would need to be better prepared to fight against such viruses. Real-time detection could prevent many health issues going severe and keeping a track of the health records preventive measures could be taken. One of the most crucial changes that could be revolutionary, is the personalized medication which could only be driven by AI technology. This would completely change the way healthcare functions. Now that we are seeing chat bots for handling sales queries, the future healthcare landscape might be ruled by virtual assistants specifically developed for offering assistance to the patients. There are going to be revolutionary changes in this field in the future, thereby pushing the demand for professionals skilled in deep learning for computer vision with python.

Smarter finance

We are already living in an age where we have robo advisors, this is just the beginning and the growing AI implementation would enable an even smarter analytics system that would minimize the credit risk and would allow banks and other financial institutes to minimize the risk of fraud. Smarter asset management, enhanced customer support are going to be the core features. Smarter ML algorithms would detect any and every oddity in behavior or in transactions and would help prevent any kind of fraud from happening. With analytics being in place it would be easier to predict the future trends and thereby being more efficient in servicing the customers. The introduction of personalized services is going to be another key feature to look out for.

Data Science Machine Learning Certification

Retail space gets a boost

The retailers are now aiming to implement AI applications to  offer smart shopping solutions to the future buyers. Along with coming up with personalized shopping suggestions for the customers and showing them suggestions based on their shopping pattern, the retailers would also be using the AI to predict the future trends and work accordingly. Not just that but they can easily maintain the supply and demand balance with the help of AI solutions and stock up items that are going to be in demand instead of items that would not be trendy. The smarter assistants would ensure that the customer queries are being handled and they could also be helping them with shopping by providing suggestions and information. From smart marketing to smarter delivery, the future of retail would be dominated by AI as the investment in this space is gradually going up.

The future is definitely going to be impacted by the AI technology in more ways than one. So, be future ready and get yourself upskilled as it is the need of the hour, stay updated and develop the skill to move towards the AI future with confidence.


.

How AI can change the way your workplace functions

Posted on by Dexlab

How AI can change the way your workplace functions?

As AI is gradually being incorporated into businesses, it is only a matter of time before the workplace dynamics get completely revolutionized. Despite there being a misconception that the adoption of AI only will spell disaster for the job market but, that is far from the truth. Yes, for handling repetitive tasks that require absolutely no human intervention might be entirely handled by the AI powered robots, but, there will be a requirement for people who have undergone artificial intelligence certification in delhi ncr. As the workplaces around us gear up to include AI in their regime, employees with AI training background would prove to be invaluable assets in the days to come.

How the workplace is being transformed by AI

  • AI could streamline workplace operations right from the hiring process. Finding the right candidate for any job means wading through a huge number of candidate profiles, scanning resumes, and then scheduling interviews. AI can automate the entire process by taking care of every single segment and could also engage with candidates and do the initial screening. Using a tool like Koru helps employers match candidate profiles to the job requirement and enables them to shortlist ideal candidates in a jiffy.

  • Post hiring the onboarding process could also be handled by AI by deploying chatbots that can help the new workers integrate with the existing system. AI-powered tools are also being incorporated to train the employees and personalized training programs could be developed as a result. A case in point would be Cogito, which monitors calls and offers suggestions to the customer support department to improve their conversations.

  • The employees usually have to go through carrying out some mundane tasks. It could be scheduling meetings, preparing reports, and also looking through reports to extract relevant information. This takes away all their time and energy which they otherwise could have utilized doing something productive. The inclusion of AI can take this mundane workload off the shoulders of the employees and automate the entire process. Another benefit to consider would be to identifying areas in the workplace that needs immediate attention, as well as identifying obstacles standing in the way of getting productive. LaborWise is an excellent productivity analytics tool.

  • Security is a key factor for any organization and given the rise in cybercrime, having access to cutting edge technology can prevent such threats. AI can rise to the occasion and help to identify threats analyzing scores of data in real-time.  A great example of this would be DeepArmor, which is used for the prevention of malware. AI could easily detect anomaly which otherwise is impossible and could also explore previous datasets to identify areas that are vulnerable to such attacks. AI robots can also be used to handle hazardous work situations which could endanger a human worker.

  • Application of AI means that the organization would be empowered by cutting edge business knowledge. The accumulated data gets parsed quickly and employees get access to valuable information to devise the strategies accordingly. It saves time, it saves labor and most importantly it removes errors. The companies are quickly able to spot any changes in the pattern that needs immediate attention.

Data Science Machine Learning Certification

Be it the inclusion of RPA or, some other tool, AI is making workplaces function more efficiently and the future already sounds promising. However, the bias surrounding AI needs to be tackled and most importantly employees should be encouraged to upgrade themselves by enrolling in an artificial intelligence training institute in Gurgaon.


.

Object Detection And Its Applications

Posted on by Dexlab

Object Detection And Its Applications

When we take a look at a video or, a bunch of images we know what’s what just by taking one look, it is our innate ability that gradually developed. Well, sophisticated technologies such as object detection can do that too. It might sound futuristic but it is happening now in reality. Object detection is a technique of the AI subset computer vision that is concerned with identifying objects and defining those by placing into distinct categories such as humans, cars, animals etc.

It combines machine learning and deep learning to enable machines to identify different objects. However, image recognition and object detection these terms are often used interchangeably but, both techniques are different. Object detection could detect multiple objects in an image or, in a video. The demand for trained experts in this field is pretty high and having a background in deep learning for computer vision with python can help one build a dream career.

Object detection has found applications across industries. Let’s take a look at some of these applications.

Tracking objects

It is needless to point out that in the field of security and surveillance object detection would play an even more important role. With object tracking it would be easier to track a person in a video. Object tracking could also be used in tracking the motion of a ball during a match. In the field of traffic monitoring too object tracking plays a crucial role.

Counting the crowd

Crowd counting or people counting is another significant application of object detection. During a big festival, or, in a crowded mall this application comes in handy as it helps in dissecting the crowd and measure different groups.

Self-driving cars

Another unique application of object detection technique is definitely self-driving cars.  A self-driving car can only navigate through a street safely if it could detect all the objects such as people, other cars, road signs on the road, in order to decide what action to take.

Detecting a vehicle

In a road full of speeding vehicles object detection can help in a big way by tracking a particular vehicle and even its number plate. So, if a car gets into an accident or, breaks traffic rules then it is easier to detect that particular car using object detection model and thereby decreasing the rate of crime while enhancing security.

Data Science Machine Learning Certification

Detecting anomaly

Another useful application of object detection is definitely spotting an anomaly and it has industry specific usages.  For instance, in the field of agriculture object detection helps in identifying infected crops and thereby helps the farmers take measures accordingly.  It could also help identify skin problems in healthcare.  In the manufacturing industry the object detection technique can help in detecting problematic parts really fast and thereby allow the company to take the right step.

Object detection technology has the potential to transform our world in multiple ways. However, the models still need to be developed further so that these can be applied across devices and platforms in real-time to offer cutting-edge solutions. Pursuing a Python Certification course can help develop the required skills needed for making a career in the field of machine learning.


.

How RPA Can Benefit Businesses?

Posted on by Dexlab

How RPA Can Benefit Businesses?

In an era that is being significantly impacted by AI, it is but obvious that many AI-powered innovations would gradually seep through and influence the traditional work settings. RPA or, Robotic Process Automation is a key AI solution that is changing the way businesses function by automating the tasks performed by humans and increasing productivity along the way.

RPA is all about automating tasks that are mundane and repetitive, it is business process automation that automates the time consuming repetitive tasks to increase productivity and efficiency while speeding up the process and minimizing errors. Having artificial intelligence certification in delhi ncr, is vital for professionals aspiring to work in such cutting edge technology driven environment.

The benefits of RPA:

RPA, is no doubt a technology that has the power to revolutionize the way humans traditionally work. The process has certain benefits to offer, let’s find out what those are.

Cost-effective and efficient: When an organization employs bots, it can expect to cut down the cost significantly. Not just that but, the maintenance of human workers can be challenging, humans are not physically able to work beyond a set time limit. The robots can easily work long hours, they do not need breaks and are less expensive than human counterparts.

Increases productivity: When human employees are freed from their mundane activities they can put their skills to better use. They can work on clients, or, handle some other areas that require specific human skills. When the workers are entrusted with productive work they derive job satisfaction and feel motivated to focus on tasks that generate higher revenue.

Better for the environment: RPA ensures the organization follows the path of digitization which results in a reduction in the usage of papers. All the files that are to be handled are in the digital format eliminating the need to use papers.

Fewer chances of error: When humans are involved in carrying out mundane tasks, the room for error would be there too. However, once the process gets automated and handled by bots the chance of error gets eliminated and the tasks get performed more accurately and efficiently.

Improved IT: When RPA capabilities make their way into the organization one can expect a higher level of efficiency, but, the best part of RPA is that, unlike other technologies no new IT system needs to be devised, the existing system can be used by the RPA system, which saves the organization the pain of bearing the cost of substituting the existing system.

Smarter analytics: When RPA is employed there can be no more errors in the analytics. The system collects every microdata possible regarding the organization and helps the management get actionable insight. The RPA system also works great for monitoring purposes.

Seamless communication and security: RPA can ensure that all the information is updated and reaches every segment seamlessly. Earlier any change would need to be communicated by manually updating and it was less efficient, time-consuming and tiring. However, with RPA in place every tiny change made gets automatically updated and the system also keeps the data secure.

Data Science Machine Learning Certification

Given the benefits offered by RPA, it is no doubt that most organizations would be eager to adopt the technology. However, the demand for professionals who are well proficient in handling AI, Big Data is also on the rise. Getting a degree from a reputed artificial intelligence training institute in Gurgaon, might help one gab the dream job in this sector.

 


.

Nasscom Report Predicts AI Could Aid India’s GDP Growth: An Overview

Posted on by Dexlab

Nasscom Report Predicts AI Could Aid India’s GDP Growth: An Overview

The journey of AI and Data has been quite impressive and India is one of the smart countries that recognized the true potential both hold. Several industries are gearing up to adopt the AI technology to enhance their capabilities. The push for developing better models to utilize big data to derive smarter solutions is also there. The changing scenario is also gradually shaping up the future learning path of the current generation of Indians, as a significant chunk of them is steering their career towards the new pastures being created by AI. The demand for professionals trained in big data training in gurgaon, is on the rise and there is good news awaiting them.

India could envision a brighter future as a recent report from Nasscom predicts that by the year 2025, India’s GDP could expect leverage from Artificial Intelligence (AI) and data as, the combined contribution of both technologies could hover around $450-$500 billion. The report ‘Unlock Value from Data and AI: The Indian Opportunity’, is seeing this as a great opportunity that could give a boost to India’s economic growth and also aid in its recovery.

Nasscom has an action plan ready for India, it identified five key areas and it recommends that we need to put our focus on these core areas namely strategy, data, technology stack, talent, and execution. Nasscom’s report further elaborates that in the context of the current pandemic situation which is slowing down the global economy, India could assume a leadership position if it takes a holistic approach towards data utilization and AI effort.

The Nasscom report and the proposed action plan have been reviewed by the industry leaders and recommendations were sent to PM Narendra Modi. Ravi Shankar Prasad, the Minister of Law and Justice, Communications, Electronics and IT, sounded hopeful as he said that digital India helped reimagining the way the government stays connected to its citizens and AI and other technologies would push this objective further, he also said “.. In order to harness its full potential, India needs to embrace AI innovation and regulation with an open, inclusive…and a collaborative mindset,”.

There was a virtual launch of the report followed by a panel discussion where Wipro chairman Rishad Premji, opined “How do we ensure we move beyond from pilots to scalability. We do a great job in starting ideas off and getting them into pilot mode, but how do we get real scale where the magic lies and identify the challenges that lie in getting a pilot to scale,” Nasscom chairman UB Pravin Rao, seconded his view and insisted that the focus should be on execution.

The report suggested three interventions to create a ‘vibrant data economy in India’, and further recommended that high-quality data sets, data governance standards, and data marketplace need to be developed to realize the goal of creating a ‘vibrant data economy’. India needs to fortify its capabilities to position itself as a global hub and thereby open doors to investment, jobs and of course further innovation.

Data Science Machine Learning Certification

The report further stresses the need to build an AI innovation ecosystem and engage the private sector and entrepreneurs to realize the goals. Debjani Ghosh, President, Nasscom, pushed the discussion further by stressing “Data and AI’s true potential emerges from its ability to drive transformation across multiple sectors through a diverse range of applications. The report articulates the key structural steps that India needs to take to realise the value of this opportunity,”

Truly India needs to work on developmental policies as per the recommendations in the report and start putting brilliant minds together to realize a smarter future driven by the combined forces of AI and data, a future that certainly belongs to us.

The blog has been sourced from: https://m.economictimes.com/tech/internet/artificial-intelligence-could-add-450-500-billion-to-gdp-by-2025-nasscom/amp_articleshow/77615427.cms?__twitter_impression=true


.

AI Is Redefining Mobile App Technology

Posted on by Dexlab

AI Is Redefining Mobile App Technology

Gone are the initial days of mobiles that weighed like brick. Over the last decade, mobile phones have re-emerged as Smartphones which are reshaping our lives. Whether the way we stay connected, or, carry out tasks or, say even choose to entertain ourselves, the smart devices are changing the way we function.

Today’s Smartphones are loaded with apps designed to make life hassle-free and fun for us. From gaming apps to fitness apps to shopping apps, we have apps for everything. AI technology that is now seeping through every pore of our existence is impacting the way mobile apps are made and their perfect confluence is making us hopeful for a smarter future. App developers might consider updating themselves with artificial intelligence course in delhi, to stay ahead in the game.

The leading smartphone manufacturers such as Huawei,  Apple, are implementing AI, machine learning technology in the phones to make this device future-ready.  The built-in AI in Smartphones is indeed changing the ways these smart devices function. So, how exactly AI is making the impact on mobile app technology and to which effect?

Smart cameras

Who needs to invest in a DSLR, when you have all the features necessary packed into your Smartphone camera? With smart filtering, picture enhancement capabilities being available thanks to smart AI algorithms, all you need is your phone to click that perfect shot. It no longer matters whether you are taking photos in the dark, or, the background of your subject is chaotic or, completely hideous. The smart editing features would transform your images in no time.

Smart search

Using your Smartphone to conduct a quick search on Google is something you probably do without even giving the process a single thought. Technology has advanced to a degree thanks to AI, that now instead of putting in a text query or, a voice query, you can move straight to visual search. This enhances your search experience, as sometimes you might not know the exact search term, and visual search can be a great aid for you.

Smart translations

Just imagine having Baidu on your phone, the search engine that does translation in real-time, so, having an app on your phone that does the same can be a life-changing experience for you. The available apps do the translation job well but, they do require you to have a continuous internet connection. With AI algorithms taking things further, these translations can be done in real-time without the obligation of having access to the internet.

Smart facial unlocking

 As soon as Apple introduced the world to its revolutionary face unlock feature, the other giants entered the race to make this feature available to their users. They have done a great job too, now a good Smartphone has the smart face unlock feature and this technology is an AI miracle that we are taking advantage of. Image recognition technology is moving fast and advanced research work is going to push it to another level. Now there are hand-free gestures available.  The algorithms are now smart enough to recognize a face even if its appearance has changed. Users can expect nothing but, a smooth face unlock feature that keeps their device secure.

Data Science Machine Learning Certification

Smart authentication

The availability of Smartphones is leading us to execute all our tasks using the device. From mobile banking to shopping all financial activities are being conducted online, the phone also contains valuable data that is vulnerable. AI algorithms can secure the device and keep the hackers and cyber crimes at bay while keeping the user data safe. Biometric authentication reaches a new level with AI, keeping the security threats away while staying user friendly.

The future of mobile apps looks brighter as AI-enabled solutions make data security a priority while making the apps more convenient and versatile. There is a already a big demand for professionals who are proficient in AI technology, so approaching a deep learning for computer vision training center in Delhi NCR, would be a timely move for an aspiring developer.


.

AI is Changing The Rules of The Gaming Industry

Posted on by Dexlab

AI is Changing The Rules of The Gaming Industry

The world of gaming has many tricks up its sleeves to lure avid gamers into spending hours in a virtual world that challenges their skill and intellect to overcome cleverly devised obstacles.  The high a gamer experiences crossing multiple levels and unlocking ‘achievements’ is incomparable. Game developers spend hours brainstorming ways to create simulations that get as real as possible. AI, the groundbreaking technology that has its core in simulating human intelligence, is no doubt should be the most sought after solution the gaming industry needs to revolutionize the gaming experience across multiple platforms.

 AI integration in gaming: What to expect?

Powerful visuals

One of the core elements of great gaming experience has to be the visuals, games that have appealing visuals and great simulation draw more gamers. the design team keeps on working on graphics to improve the visual quality. AI integration could be a great savior here as, it can learn from the data and could predict the expectation of the gamers and come up with game environments, characters that are as close to reality as possible. The smart algorithms could effortlessly simulate human movement and expression by observing them in reality and thereby create better virtual characters and environment. The designing process could take less time as the entire process could be automated, but developers should have a background in deep learning for computer vision course to create the ultimate magic.

Smarter gaming experience

The game developers relentlessly try to create a smart experience for the gamers, a feat they could easily achieve by implementing AI technology. By enabling voice and sound recognition, pattern recognition the games can be more futuristic. With reinforcement learning, the game characters would be able to evolve on their own as they would be learning from their own actions and later they would modify themselves without any intervention.

Enhanced gaming experience

When it comes to games there are plenty of options available in any genre of gaming. However, gamers prefer those games that offer a complete package of experience including attractive visuals, engaging ambiance, interactive features. All of these could be achieved with AI and furthermore, the customization of the game being played could also be done in real-time thus enabling the player to get a completely immersive experience. The integration of AI certainly can make things more intuitive.

Realistic games

The initial stages of gaming visuals and the awe that it evoked have become a thing of the past. Today game developers can take things into a futuristic world with just one twist of AI. Indeed the augmented reality is now a part of the gaming experience that no gamer wants to miss out on.  The game developers are applying 3D visualization, simulation with keen detailing as the gamers now crave for life-like ambiance. Furthermore, the games are now sharper and could respond to the moves being made by the gamer in real-time.

Data Science Machine Learning Certification

Games on your devices get an edge

Even though gaming is a universally loved and shared phenomenon, not everybody has access to cool gaming consoles. Smart devices that we have like our mobiles and tablets are the devices that are probably more used for playing multiple games. However, those who have played across both platforms would agree to the fact that mobile gaming is not the same. There are some limitations and smart AI algorithms are now being applied to address those specific issues and design games that are not only visually appealing but also interactive in nature.

The gaming industry is moving at a fast pace with AI technology, the merger is beneficial and promises a brilliant gaming experience for future gamers. Building a career in this field is a great idea and if you could upgrade yourself with a course like artificial intelligence certification in delhi ncr, then the sky is your limit.


.

Why The HR Industry Should Implement AI Technology?

Posted on by Dexlab

Why The HR Industry Should Implement AI Technology?

Human resources is a significant part of business as it is in charge of managing the most valuable asset a company can have the employees. AI technology is being adopted in HR practices as businesses have started to identify the crucial areas in HR which could perform better by incorporating AI solutions.

Whether it is recruiting new talent, employee retention, or, performing administrative tasks, the HR department can surely benefit from the application of latest AI tools to make their tasks error-free, be more objective in their approach, automate tasks and not to mention gain deeper insight into employee data to get their strategies right. Implementation of AI requires having skilled personnel who have pursued artificial intelligence course in delhi.

Although the implementation is still happening on a small scale and somewhat sporadically,  the sector is waking up to the power of AI and slowly savoring the benefits.

How the HR sector is benefitting from AI

Hassle-free hiring

Recruiting new talent is one of the crucial jobs handled by any HR team in any organization. However, the usual hiring process can be a tedious task, and more often than not is not free from error or, worse bias.

Not just that but, screening of applications takes a painfully long time and scheduling interviews can be hectic.

AI can address all these issues, by automating the entire process. The task of screening application and replying to candidates can be automated, which means the employers can act faster and since it would not require much involvement from the HR team, they can focus their attention on some other productive work.

Smart screening of applications makes it easier and faster to shortlist candidates. Maintaining a database of past applicants can immediately alert the HR team to find a suitable candidate who might be considered for a new position instead of looking for new ones.

Furthermore, the task of background verification would become an efficient process, since, detecting any oddity in the datasets will get easier. 

Keep bias out of hiring

As more and more companies are now focusing on having a diverse workforce that promises to provide equal opportunity to employees regardless of gender, race, keeping the element of bias out of their recruiting process is essential otherwise it might harm their image.

The job postings that one comes across often have been detected to contain biased language which despite being apparently harmless in nature might turn off a potential candidate. During the screening of applications and interviews, the element of human bias can creep in as well.

With pattern detection of previous applications and subsequent response, this issue can get resolved. It would be possible for a recruiter to access a database that contains far more diversity and with the help of NLP, it would enable them to write a job posting more objectively. Having knowledge in Machine Learning Using Python, can enable the team to detect the negative patterns faster.

Improve the onboarding process for recruits

Once the hiring process gets over and done with onboarding begins, which could be a taxing experience for both new recruits and the HR team if not handled with care. As the new faces get integrated with the system, the HR team faces several queries, and investing a significant amount of time for doing this task is not possible for them.

As far as employees are concerned not having someone around to clear away confusing can be a daunting experience.

AI-powered chatbots can take care of this issue, by helping the recruits access all the necessary information whenever they need from anywhere, they can get the contact information, guidelines without constantly nagging the HR personnel. The onboarding process becomes faster, efficient, and less daunting for all.

Employee retention becomes easier

HR is not just about recruiting new talent, they are entrusted with the responsibility of nurturing the human assets in the firm. However, for any firm retaining their employees can become an issue and if not managed well they might also have to deal with employee attrition.

So, assessing the employee needs is essential and with smart AI systems in place, the HR team can measure the satisfaction rate, performance of the employees through personalized surveys.

Patterns could be detected in the response to indicate which employees might consider leaving.

The team could act on the findings and make the necessary effort where it’s needed to retain an employee. Conversational AI can also help them in keeping track of training progress.

Data Science Machine Learning Certification

Repetitive tasks could be automated

The HR department has to deal with scores of administrative tasks that require dealing with a huge amount of data and most of these tasks can be dull. AI program can entirely automate the tasks such as interview scheduling, and help the HR team focus on something productive. They can focus the time on strategizing for the future. Automation not only saves time but also adds efficiency to the whole process.

In the field of recruiting there have been some interesting development due to AI and HR collaboration. Let’s check out a couple of these platforms

TextRecruit: It helps with both recruiting and onboarding process

ARYA: Employes machine learning to find the best candidates for employers

Restless Bandit: It is a bot recruiter that is hired by industry leaders like Adidas

Mya Systems: This AI assistant guides the candidates to better their communication with recruiters

The HR industry is opening up, but, due to issues like finance, lack of skill it has not been able to fully utilize the power of AI. Addressing the skill-gap is essential here and that could be done by encouraging workers to take up courses like artificial intelligence certification in delhi ncr.

 


.

Learn How To Do Image Recognition Using LSTM

Posted on by Dexlab

Learn How To Do Image Recognition Using LSTM

This is a tutorial where we teach you to do image recognition using LSTM. To get to the core you have to understand that how a convolutional neural network perceives the data. In this tutorial the data we have is four-dimensional data, so, you need to convert the dataset accordingly. You can find the tutorial video attached to this blog.

Now suppose there is an image 28 by 28 pixel, if the image is black and white then there would be only one channel. So how will you put the data in CNN, it will be like the number of samples, then followed by the number of rows of the data, then the number of columns, then channels. These are the four values that need to be provided in the input layer, at the very beginning. Now, these values must be converted according to the LSTM. Now the LSTM wants the STF, like the number of samples, time steps like how many time steps back you want to go for making further prediction because LSTM is a sequence generator and the number of features. So, we will be converting the image that is the number of sample 28 by 28 one pixel into one sample of 28 by 28, that’s the only job you have to do and all you need to accomplish this is to prepare the data accordingly.

There will be no mysteries here, in fact, it is a normal neural network LSTM, that anybody can run in a most simple form, and in this tutorial, it is also run in the most simple form there is no complexity involved and only a few epochs will be run.

You can find the code sheet you need for this at

 

Also follow this video that explains the process step by step, so that you can easily grasp how LSTM can be used for the purpose of image recognition. To access more informative tutorial sessions like this follow the DexLab Analytics blog. 


.

Call us to know more

Gurgaon

+91 8676079880

Kolkata

+91 9903662244

Quick Links

Our Courses

Important dates

Copyright © 2024 DexLab Solutions Corporation | Privacy Policy | Legal Disclaimer | Terms and Conditions