Discover the Pros and Cons of Data Science – Arya College

Data Science has become a revolutionary technology in today’s competitive era. It is a buzzword that only few people know. While many people wish to become Data Scientists, it is necessary to weigh the pros and cons of data science and give out a real picture.

Data Science is basically the study of data. It is about extracting, analyzing, visualizing, managing and storing data to create various insights. This will help the companies to understand the powerful data-driven decisions. Data Science requires the usage of both unstructured and structured data. It is a multidisciplinary field that has its roots in statistics, math and computer science for the students of top engineering colleges. It is one of the most highly sought-after jobs due to the large availability of data science positions and a lucrative pay-scale.

Under given are certain points that will provide the necessary insights about Data Science.

How Data Science is beneficial?

The various benefits of Data Science include the following:

Offers great demand

Data Science is in great demand. Prospective job seekers of best engineering colleges have numerous opportunities. It is the fastest growing job on LinkedIn and is expected to create 11.5 million jobs in the coming few years. by 2026. With this, Data Science has become a highly employable job sector.

Abundance of Positions

There are only few people of top Btech colleges who have the required skill-set to become a complete Data Scientist. This makes Data Science less saturated when compared with other IT sectors. Therefore, Data Science is a vastly abundant field and has a lot of opportunities for the graduates. The field of Data Science has great demand but low in supply of Data Scientists.

A Highly Paid Career

Data Science is one of the most highly paid jobs in today’s time. This makes Data Science an opportunistic and popular career option.

Data Science is Versatile

There are various applications of Data Science. It is widely used in health-care, consultancy services, banking, and e-commerce industries. Data Science is a very versatile industry. Therefore, students of Best BTech Colleges will have the opportunity to work in various fields.

Data Science Makes Data Better

Companies require skilled Data Scientists to simply process and analyze their data. They not only analyze the data but can also improve its quality. Therefore, Data Science deals with enhancing data and making it better for their company.

How Data Science misleads?

Data Science is a very lucrative career option and offers various disadvantages to this field. In order to understand the full picture of Data Science, students of Private Engineering Colleges in Jaipur must also know the limitations of Data Science. Some of them are as follows:

Data Science is Blurry Term

Data Science is a very general term and does not have an accurate definition. While it has become a buzzword, it is difficult to write down the exact meaning of a Data Scientist. The specific role for a data scientist for the students of Btech colleges in Rajasthan depends on the field that the company is specializing in.

Mastering Data Science is near to impossible

Data science is a mixture of many fields. It has rooted from Statistics, Computer Science and Mathematics. It is far from possible to master each field and be equivalently expert in each one of them. While many online courses have been trying to fill the skill-gap that the data science industry is facing, it is still not possible for the students of top engineering colleges in Rajasthan to be proficient at it considering the immensity of the field. An individual with a statistical background may not be able to master Computer Science on short notice. Therefore, it is an ever-changing, dynamic field that requires an individual to keep learning the various avenues of Data Science.

Large Amount of Domain Knowledge Required

One of the biggest disadvantages of Data Science is its dependency on Domain Knowledge. A person with a considerable background in Statistics and Computer Science will find it difficult to solve Data Science problem without having the knowledge of its background. The same holds true for its vice-versa.

Arbitrary Data May Yield Unexpected Results

A Data Scientist analyses the data and makes careful predictions that can facilitate the decision-making process of the students of BTech colleges in Jaipur. Majority of times, the data provided is arbitrary and does not yield expected results. Also, this can fail due to weak management and poor utilization of resources.

Problem of Data Privacy

For many industries, data is the correct thing to us. Data Scientists help companies make data-driven decisions. However, the data utilized in the process may violate the privacy of customers. The personal data of clients are visible to the parent company and can cause data leaks due to lapse in security. The ethical issues in terms of preservation of data-privacy and its usage have been a concern for many industries.

Conclusion

After analyzing the pros and cons of Data Science, engineers of top engineering colleges in India can envision the full picture of this field. While Data Science is a field with many lucrative benefits, it also suffers from its disadvantages. So, Data Science is an ever-evolving field that takes years to gain proficiency. An individual must decide whether the pros of Data Science motivate them to take this up as their future career or the cons that help you take a careful decision.

Thanks for Read our blog, you can check out full blog on official Page Arya College, Arya College is one of the Best Engineering College In Jaipur Rajasthan. In This College Many Branches for Engineering you can make great future with us. Arya College Provides Computer Engineering, Electrical Engineering & Electronics Engineering’s Branch for our Engineering students with top companies placements in campus.

15 Data Science Podcasts for Data Enthusiasts [2021 Guide]

Often while travelling, commuting to work, or performing other such activities, people resort to mindlessly scrolling through their smartphones. However, listening to a podcast instead can be a great way to learn something new and generate curiosity to learn as much as you can. Listening to a data science podcast can help students of Computer Science Engineering Colleges in Jaipur gain their daily dose of knowledge and end their day with some new information that they picked up through the podcast.

Technologies like artificial intelligence, data science, are evolving every day. It is crucial for a data science graduate to be on the same track. With the fast movement and busy schedule of daily life, it is merely become possible to sit back and read a book. In these cases, podcasts provide various benefits.

As Data Science continues to grow and innovations come up, it is essential for the students of Best Engineering College in Jaipur to stay up-to-date with these advancements and be aware of what is happening around the data science world. A podcast is like a library of news that they can listen to anywhere, anytime. They can learn more about data science from experts in the field, and can gain fresh perspectives. Some of the top data science podcasts are as follows:

Data Science Salon

A unique vertical focused conference has grown into a diverse community of senior data science. With this, the data science salon has become an amazing podcast for machine learning professionals to feature interviews and coffee chats with the rising luminaries in data science, AI, and machine learning. The podcast mainly focuses on bringing together specialists to educate each other, come up with new innovative solutions, talk about best practices in data science and create an overall atmosphere.

The latest episode of the podcast talks is based on the trends and challenges in the retail industry. Phillip Rossi (Head of data science at Shopify), LayaShamgah (data scientist at Lowe’s company), and Jeffrey Yau (head of data science at Walmart Labs) were few among the participants in this podcast episode.

Data Skeptic

Data Skeptic is a podcast that brings stories on understanding the data-driven world and topics like machine learning, artificial intelligence, statistics, and big data to the students of best computer science engineering colleges. They generally release episodes on weekly basis.

Data Crunch

Being a data science, AI, or machine learning enthusiast who wants to learn more about the impact of these technologies on the world, and how it is being used in different industries like medicine or finance, then Data Crunch is the perfect podcast for the students of private engineering colleges in Rajasthan. The podcast defines entrepreneurs and experts in the field of data science who share their work experience and talk about how they handled these amazing technologies. Also, they discuss their successes and failures and their greatest influences.

DataFramed

DataFramed is a podcast that is brought to life by DataCampalong with the Hugo Bowne-Anderson. The podcast focuses at answering the questions related to the different issues that data science can solve. Also, it aims to explain what data science is and where it is used. Data science is known as the ‘sexiest job of the 21st century’, but exactly what problems can data science solve? From self-driving cars, to climate change and medical diagnosis, the DataFramed podcast will take them on a journey to explore the industry in depth.

Not so standard Deviations

Not so standard deviations are a podcast hosted by Hillary Parker and Roger Peng. The podcast mainly targets on the new introductions in the data science and analytics industry. It is essential to know about the recent developments if they wish to flourish in the industry.

Linear Digression

A podcast on machine learning and data science, Linear Digression primarily aims on how machine learning solved several problems all across the world. Also, it talks about the various breakthroughs that were considered impossible before the advent of data science and machine learning. It help students of best engineering colleges in Rajasthan can solve issues that they did not think were possible just a couple of years ago.

Making Data Simple

Making Data Simple is a podcast that is mainly hosted by AI Martin, the IBM VP of Data and AI development. In this podcast, he majorly talks about the latest developments in AI, Big data, and data science and the impact that has been created on companies across the world.

Super Data Science

Super Data Science is a podcast that is hosted by Kirill Eremenko. He is mainly a data science coach and a lifestyle entrepreneur who started this podcast to provide insights and advice that will help them jump start their career in the field of data science. He brings together leading data scientists and analysts who will help them figure out what path to follow and how to achieve success in the field of analytics.

Conclusion

These are the most important data science podcasts that an individual can consider and listen to in 2021. Podcasts helps you expand your knowledge about a certain topic. With this, you can listen to podcasts during your commute or free time and ensure that you are productive somehow. Today, majority of people or students of engineering colleges in Jaipur wish to learn more about Data Science. Thus, Arya College provides a great guidance in choosing the right podcasts for a data science graduate.

Should I learn ethical hacking or coding?

When it comes to hacking, people are busy with codes on big machines in a dark room and surrounded by bulky racks with blinking lights. Due to movies and TV series, hackers do have that corrupt reputation but there are some noble hackers too. Also, White Hat Hackers are involved in ethical hacking.

There is a massive obsession of learning hacking amongst the youths and teenagers. As well as working professionals of Top MTech Colleges in Rajasthan. Being an ethical hacker is quite a daunting job. Taking a certified ethical hacker certificate means having so much responsibilities and duties while working. An ethical hacker has to work with the developers and monitors them about the security and requirements.

Considering the increase in the number of cyber-attacks, the demand for ethical hackers is growing. With this, companies are hiring students of top engineering colleges to protect their data from the black hat hackers who involved with illegal activities. Being an ethical hacker is difficult, as it requires a lot of studying about tools, techniques and penetration testing. There are some important reasons to learn ethical hacking that might convince them to build a career around it.

What is Ethical Hacking?

For all those who do not know, Ethical Hackers skilled individuals who granted access to the network by the authorities and later report vulnerabilities in the system. For this job, applicants of MTech colleges in Jaipur should know about networking skills and have a good understanding of skills, such as Linux, Database Management Systems (DBMS), Cryptography, and Social Engineering.

Reasons to learn Ethical Hacking

Understand a hacker’s mindset

The benefit of learning ethical hacking for the students of best engineering colleges is its potential to improve and inform on how a corporate network is defended. For any organization, when it comes to Cyber Security, the important threat is a black hat hacker. By learning how they operate, it can help defenders identify and prioritize potential threats. Practically, it is not possible to remove all the attacks from a single network. But an ethical hacking skill enables Cyber Security professionals to minimize the impact of the potential threat and assign limited resources that reduce the chances of a successful attack. Training in ethical hacking can help network defenders to develop this type of mindset.

Know hidden techniques and explore better ways

By ethical hacking into the system, an individual can learn about ample security options, which might have resulted in security breaches. With the right approach, students of Engineering Colleges in Jaipur can know about the best security practices to be followed and new concepts like Hacking Mobile Phone, Windows and Linux, ART of Hacking, Testing Web Application Security, etc.

Learning all these concepts would be used in your professional career and also when you decide to change your platform.

Helps with development and quality assurance

Whenever a new product developed, stakeholders often neglect its security testing due to a time crunch. At times, it leaves the software vulnerable to theft and hacking. But if there is an ethical hacker on board, the security testing can be performed quickly, efficiently and comprehensively with the best industry practices by the students of best MTech colleges Jaipur. Beyond this, learning ethical hacking can help them with studying tools, created by hackers and quality assurance testers to facilitate the intervention of common vulnerabilities. Moreover, by knowing about these tools, developers can gain knowledge about coding errors that should be avoided.

Good salary package

According to best engineering colleges in Jaipur, the average salary for a Certified Ethical Hacker is around $71,331 per annum. If they learn Ethical Hacking, their chances of securing a career in Cyber Security will increase, an industry which will be recruiting 3.5 million unfilled cybersecurity jobs globally by 2021. The demand for Cyber Security candidates is more than the supply. Due to this reason, the companies are readily paying a handsome salary to recruit for their Cyber Security team to protect their information from black hat hackers.

The world is your Oyster

As an ethical hacker, an engineering candidate have the liberty to work for whichever industry they want. They can work for one of the Fortune 500 or even start a small venture on their own. Moreover, for those who aspire to travel the world, ethical hacking might be the right beginning. The reason being that on the global level, Cyber-attacks are on an all-time ride and are outpacing the supply of ethical hackers. Thus, there are plenty of opportunities for cybersecurity professionals of private engineering colleges in Rajasthan.

The hacking practice one which they are indulging is ethical and is for a greater good. Whenever finding a system is vulnerable to some attacks, they will be reporting it to the higher authorities. Rather than finding any malicious personal monetary gain out of it. With this, they will not only protect their organization but also experience the adrenaline rush of successfully hacking into somebody else’s system.

Conclusion

Certainly, students of engineering colleges India must be aware of the importance of learning Ethical Hacking. In the booming area of the cyber world, knowing about Ethical Hacking. And also other technical terms can help an individual prepare better for millions of trending jobs. If they want to learn more about such terms, then apply now for top engineering colleges Rajasthan. Also build a colourful career in this domain as it comes with instructor-led live training and real-life project experience.

Learning ethical hacking is very beneficial. Make sure they understand the concepts thoroughly and put them in the right purpose. It has a great career scope for which they can earn pretty good.

10 Ways Technology Is Shifting The Engineering Industry

The number of sensors and digital systems that are collecting data on aircraft, railway cars, locomotives and automobiles is rapidly expanding. Artificial intelligence, machine learning and other technologies are transforming the basics of how transportation equipment works. These new components and technologies are reshaping the way engineers of top engineering colleges design and develop equipment. They create opportunities that contains research and development (R&D) costs and substantially speed up the incorporation of innovations. It further allows them to better adapt to rapidly changing customer demands.

Real-time Innovation

Earlier, inventing transportation equipment required a trial-and-error process and multiple prototypes. For instance, the development of a new model of car by the students of engineering colleges typically took close to four years, with the model staying on the market for seven years. For aircraft and rail rolling stock, the integrated timetable for development and the equipment’s time in service can be three to four times longer.

Digitization is changing the playing field for engineers of Best Engineering Colleges. It alters the culture by providing real-time data on the performance of equipment in the field today. Moreover, it allows them to consider improvements that can be achieved in months through data algorithms rather than years or decades. To accomplish this, engineering departments are changing their working patterns. There are some essential trends that are redefining the design and development of transportation equipment.

Two Types of Engineers

The biggest challenge that transportation companies are facing is finding candidates with the right mix of engineering skills. The growing technical knowledge of transportation equipment demands deep expertise in narrow scientific fields like artificial intelligence, but their complexity also creates a need for system engineers and architects. These specialists have mastered several engineering disciplines and can address a product holistically by understanding how various systems interact and support each other.

Open Engineering Ecosystems

Outsourcing was once a means of cutting costs. But today, it is done to access new skills in areas like artificial intelligence or to reassign legacy work so in-house engineers of private engineering colleges India can focus on new technologies. It often involves collaborating with technology start-ups, which can create culture clashes. The tech industry accustomed to perfecting systems over time based on usage data. The problems in the field for transport equipment makers can threaten more than their reputations and customer relationships. Yet the two types of engineers must work together, which will require more alignment between engineering processes, signoff procedures and validation requirements, among other things.

Optimizing Design with Product Data

New engineering steps are arising from the growing collection of data. It is supplied by aircraft, automobiles and railway cars themselves. Manufacturers have added large number of sensors to their products. This is because the cost has come down and advanced analytics become available to interpret the data.

Even in aviation, with the usage of product data for years, manufacturers are finding new implementations. For instance, flight optimization equipment is being introduced by the students of best engineering colleges India that would allow flight plans to be altered based on real-time data on weather and traffic. It leads to better fuel use and fewer delays. Also, planes are sharing data more readily with air traffic control and other aircraft to improve safety and traffic management.

Customer-Centric Product Design

Demand for customization also defined as that engineering companies are working closer than ever with their customers. It is seen that sixty percent of top-performing companies now collaborate intensively with their customers to get feedback on products and understand what they want next.

Equipment makers do not involve their customers in the technical design, but they use them as integral parts of the testing process for new technologies. Earlier, train operators from Top BTech Colleges were invited to give feedback on new trains already in production, but now manufacturers provide virtual simulators to let drivers try out different designs before the production phase.

In automobiles, automakers might identify driving patterns that cause higher emissions and adjust the exhaust systems’ control algorithms for individual drivers.

Project Data Management and Other IT Tools

Project data management (PDM) tools are one way to cope with the growing issues. PDM arranges a technology system into an interrelated library of subsystems. It allows data sharing across a company, by removing functional silos. It can pace the development and cut the design cycle in half. PDM could be particularly useful for the rail industry. This is because it has more scope for customization than in automotive or aerospace. And where the need to limit complexity makes data about every variable easily accessible.

Rail manufacturers have started the journey to modularizing their sub-systems. It allows the automakers to use similar parts on multiple platforms. Yet engineers of best private engineering colleges are often reluctant to adopt new IT tools like PDM, with their rigidity and poor user interfaces that are often a struggle to use.

Implementing Fully Agile Development

Traditional engineering development was based on a steady sequence of steps, varies from concept to implementation. In some cases, engineers will not know a system that was not working until far into the testing process, forcing them to lose time as they went back to re-engineer it. Today, software uses agile processes in which teams quickly test, iterate, and gather feedback on a product. Big tasks are getting divided into smaller ones. Also, teams tend to work in sprints.

With the growth of digital content of engineered products, the companies will increasingly turn to agile methods. The result is much faster product development cycles. It estimates that the agile processes will deliver faster results in over 90 percent of projects. However, it may not be easy to get engineers of engineering colleges in Rajasthan to give up their traditional development process.

Blockchain Technology Use Cases You Should Know in 2021

Use of Blockchain Technology With the increased popularity of Bitcoin, many industries have turned their attention to Blockchain technology. It is a major power behind all the digital currencies in terms of blockchain technology. People or engineers of top engineering colleges in Jaipur have found the uses and applications of this technology in many other industries as well. Blockchain technology also enables easy distribution of the digital information without copying. If the network is designed in a special way, it will regularly and automatically update the spreadsheet.

Decentralize an Information with the Use of Blockchain Technology

In a Blockchain technology, all the information is shared and it has no centralized version of it. It exists as a shared database and are truly public to use by the students of Best Engineering Colleges in Rajasthan. They can host the data by thousands of computers simultaneously. Anyone also can access its data using an internet. A new software is popular as ‘Ethereum’, which has been developed using blockchain technology. Also, this is an open software platform which allows the developers to develop and deploy such application in the network which are decentralized.

To develop your understanding about how this technology is being used across different industries. So, engineers of Best BTech Colleges in Jaipur uses Industrial use cases of the Blockchain. Some of them are as follows:

Blockchain Applications in Banking & International Payments

In the Blockchain technology, all the data is shared. Also its entries are encrypted and confirmed like a verified Google document. It also must create a safe and secure log of all the sensitive activities. This feature of the Blockchain technology can be used by the students of engineering colleges in Rajasthan excellently for money transfers and international payments.

A large commercial bank has many retail clients who can get efficient and cheaper payments, especially in the case of international transfers. This need of the clients can be settled through the blockchain technology, as its application will reduce the requirement of manual settlement of the transactions by the bank.

Blockchain Use Case in Audit and Regulatory Compliance

Due to the extremely secure nature of the Blockchain, it is useful for audit and accounting. As all the data in the Blockchain technology is secure, encrypted and confirmed, it keeps the integrity of the records and reduces any possibility of error by the students of btech colleges in Rajasthan.

The special advantage of using this technology in the accounting field is that once the mark records. That created and locked with blockchain technology. No one is authorized to change the records, not even the owner of the records. This could potentially reduce any need of the auditors.

Uses of Blockchain Technology in Insurance

In Insurance sector, the Blockchain technology of private engineering colleges in Jaipur can be used with the help of smart contracts. Smart contracts will be influenced by the blockchain. So, the contracts and claims if validated by the network could be recorded on the blockchain, will eliminate any invalid claim made from the multiple claims made for the same accident.

Blockchain Applications in Healthcare

The Blockchain technology can be used very effectively in the healthcare sector by the students of engineering colleges India. In this sector, it can be used in two different ways:

To keep the health data of the patient secure, the data will include age, medical history, gender or other vital information of the patient without attaching any particular name of the patient. This data when synced with the blockchain will enable easy access without any privacy invasion.
Today, health records are frequently connected with the medical devices. So, the blockchain technology can be used to connect health devices with the health records of the patient reducing the risks of the data related with the medical devices.

Uses of Blockchain Technology in Real Estate

The real Estate data can be linked with the Blockchain technology. And also help students of top engineering colleges in Jaipur will really reduce the chances of any fraud and help them in the quick verification of the finances. As this technology is highly encrypted. The real Estate data gets connected with it and offer wider transparency in the selling and purchasing process.

Uses of Blockchain Technology in Media

Some work has already been done in this industry. The blockchain content distribution platform is in the name of ‘Decent’. It will launch a platform with the name Publiq. Which will enable the writers and the content creators to channelize their work with the help of blockchain.

By using this process, students of best btech college can get the immediate payment without any risk. Various companies have also developed a new technology. So, with the use of which it allows the companies to purchase any ad through the blockchain technology.

Uses of Blockchain Technology in Voting

Students of top BTech college uses the blockchain technology in the Voting area. The most important and interesting thing of the blockchain technology store past data cannot be changed. The present cannot be hacked and the system cannot be altered in the future.

All the nodes will see the exact same result. All the votes can be traced to their source without sacrificing the voter. The voter should verify the recording of their votes, if a ballot is modified or missing, before the election is over with the help of end to end encrypted and verifiable voting system.

Conclusion

These are some of the potentials of the Blockchain technology that BTech graduates have explored. Blockchain technology also can be used in different other areas like record management, supply chain management, identity management, peer-to-peer transaction and many. So, this technology has immense hidden potential to explore with time.

Why is Technology Important in Business? – Arya College

Every business requires appropriate data analytics to get the appropriate facts for decision making. Fortunately, the current data technology has made it easy for both small and big businesses to achieve this. In this era of big data, businesses receive an enormous amount of data from different sources. Hence, they have to follow a pattern of processes to get the most accurate results.

Data collection

Businesses have numerous sources of data. First, they get data points of sales where customers give their details. Many students of top engineering colleges are interconnected with data collection agencies that provide them with data. Also, businesses can use questionnaires on their websites and social media accounts to collect data.

Sorting data

This is where businesses work on the quality and separate data into logical parts before they start processing it.

Data processing

Data processing is all about analysis. Professional data analysis tools and even input from an expert of engineering colleges in India might be needed. The deeper the processing, the better the results.

Reporting

After the analysis is done, reporting follows. Businesses rely on these results to make their decisions such as selecting the best marketing strategies to apply and how to improve the product to suit the needs of their customers.

Technologies used in data analytics for businesses

With the involvement of processes, technologies must be discussed properly to make analytics possible for the students of Top BTech Colleges in Rajasthan. Businesses take different approaches depending on what they want to achieve or their operations. Whether it is new or has been in operation for many years, the information below will be invaluable.

Stream Analytics

Every business relies on data from multiple sources. Thus, collection technology and techniques should have the capability to merge the data, filter it, cluster it into workable groups, and then start the analysis. Stream analytics is the right technology because it performs real-time analytics on multiple streams of data in a business. Big businesses and corporations rely heavily on this approach to achieve robust results.

Predictive Analytics

Every business is scared of the challenges. Most business environments are uncertain not to mention the volatility caused by external forces. Predictive analytics looks at the trends in the past and current data to forecast. With the use of the right hardware, software, and skills, experts of Engineering Colleges in Rajasthan will give the right predictions, especially for marketing.

Data Virtualization

This technology is undergoing a huge evolution. Businesses can access various databases using the right tools, retrieve the data they want, and manipulate it without needing to use technical details of the data. According to data professionals of, businesses and organizations do not need to collect the data into their databases first. After Private Engineering Colleges in India manipulation, they just pick the results and leave. The good thing is that there are numerous databases with a public license for businesses to use today.

Distributed Data Storage

Most entrepreneurs are getting to know the importance of using distributed storage when it comes to data analytics in business. Big corporations with numerous branches use a large network while files distributed for ease of access and processing of data. It is fast and transparent. When authorized users perform analytics on certain data clusters, all other parties get to see the reports in real-time, add their input, or query the results.

NoSQL Databases

This is one of the oldest big data management techniques used by big businesses and organizations. Scalable and relational data is stored in databases and can be called up at any time for processing using various codes. It remains one of the most efficient data analytics techniques to date although the handling requires some form of professionalism.

Search and Knowledge Discovery Tools

When a business wants to dig deep into structured and unstructured data various databases, this approach would be the most appropriate. It often used in API storage to retrieve relevant data for the business. The best thing is that the tools only call for the data that needed, analyse it as required, and give reports. Businesses that rely on search and knowledge discovery tools can make logical decisions with ease.

Although there are other technologies that any business can use to analyse their big data for sensible results. These are the most popular ones that any data professional of best btech colleges in India will recommend. More results would be appropriate when to fully understand the applicability of each in your business and the actual benefits it will bring.

Benefits of Data Analytics Technologies in a Business

The main reason why businesses use data analytics technologies is to predict the future. With the need to grow the client base and profit margins, they have to keep improving the products, meeting the needs of the clients and eliminating all of the challenges in their way. Data analytics technologies do this for businesses. It might be a costly process, especially for installing the software, hardware, and labour, but the results are more valuable than the cost.

For marketers to make the right decisions such as appropriate marketing strategies and improved customer experience, businesses should take advantage of the best data analytics technology as well. As a matter of fact, there many approaches and tools for the students of top BTech colleges that specifically designed for marketers. They use them to collect data, sort it out, and analyse it to suit their goals.

Big data analytics technologies are invaluable for businesses because they make informed decisions in all departments. Apart from sales and marketing decisions, management also relies on data analytics to make decisions on the growth of the business. It does not matter whether your venture is big or small, it will greatly benefit from the insights shared above.

What are the steps to starting a virtual reality career? – Arya College

Virtual reality seems to be the most promising career. Career planning requires one thing for sure i.e., prior planning. This career field seems promising for long. Programmers always have to search for something new to keep them forward of the race. For them, learning the Virtual Reality development seems to be a good option in present days.

From HTC Vive to Sony Playstation VR, we have seen howVR device making their debut in the market. In the near future, students of Engineering Colleges in India will see a flood of devices in the market equipped with VR technology. Thus, when the market is ripe for it, why not enter in this secured field to make a career. There are various different reasons which make VR development a great opportunity for programmers.

There are various aspects of Virtual Reality Development, includes the following:

Requires Creativity

This field is very popular these days, but then also people are not much clear about it. Even the good programmers of Computer Science Engineering Colleges in Jaipur think that VR development is too technical, while in originality, it is not so. Although the field is technical, but then also this field requires more of creativity than technicality.

Technology develops after some creative idea considered. Thus, for all the creative programmers, Virtual Reality development is a field which provide them a chance to mix their field of expertise with creativity. Some programmers believe that they are stuck with the same old programming patterns and their creativity is getting a back hand. VR development is just chosen for such type of programmers. Try to experiment on this.

High Earning Potential

Nobody can deny from the fact that career is directly linked with a handsome salary expectation. Currently, there are lots of financial interests in the VR field. Confidence is safe to associate yourselves with this field for the sake of a good career growth. Day-by-day new companies are launching and many-a-investors are lining up to invest in this industry, which opens a pool of opportunities for the VR developers and programmers. It is estimated by the students of best btech colleges in Jaipur that in the coming 5 years, the investment in this field is going to multiply at least 5 times of its present value.

Early adoption is best

Now, VR technology is in an initial or developmental stage. Thus, if students of engineering colleges work on something right from the beginning of its conception, it takes less time for us to understand it better and play with it. While joining in the middle of something or in the end, an individual has to make a lot of preparation and enhance their learning to get to that level of understanding. So, it is a right time and stage to enter this field of knowledge.

Easy to enter due to less competition

VR is basically a new field of knowledge or a new industry. Presently, the competition is very less in this technological field. There are only a few good VR training colleges and universities and only a few people are joining them. Although, the demand is high and also the market is lacking in the supply of VR professionals. Thus while learning VR, there are very less chances for them to not get a good job. Even if they will not get a good job somehow, they will not be left unemployed for sure. This field is providing the maximum job security to the individuals.

Lot of choices

Becoming a professional in Virtual Reality Development industry is like becoming a scientist. A scientist may be a geologist, a biologist, a physicist or a chemist, in his own ways. The same is with a Virtual Reality professional of Best Engineering Colleges in Rajasthan.

They have to be a specialist to work in this field, and there are many specialists required in this field. From a specialized 3D artist to VR/AR developers, from Oculus developers to Gameplay engineers, this field requires a lot of specialists or professionals to work in a well-coordinated manner. So as a programmer, graduates have many options to choose from.

Chance to work with reputed Organizations

You might have heard that Lenovo Phab 2 comes packed with the AR capabilities. On the line of Google Cardboard, Xiaomi has also launched its headset with all the capabilities of VR/AR. This provides an idea that all big-companies are moving towards this end. Big companies are striving to somehow embed their working style or product with excellent VR technologies. Therefore, a good VR developer of top computer science engineering college may lend up working in a big company at a higher salary and rank.

Chance to start your own business

Once you get expertise as a VR developer, you may start your own business. As it is with the VR jobs, same goes with the VR business houses. The technical and creative demand in the VR sector works much more than its supply. Thus, if students of best MTech colleges in Rajasthan start a business which somehow deals with the resource supply for VR, they may succeed in it even above their expectations. It has immense scope or opportunity, and the possibilities in this sector are very high.

Conclusion

Now, when an engineering graduate know that there are immense opportunities, possibilities and prospects in the field of Virtual Reality Development, it would be unwise to doubt choosing it as a career option for them if they are a good creative programmer.

3 types of neural networks that AI uses | Arya College

Neural Networks are a subset of Machine Learning techniques which learn the data and patterns in a different way. It also utilizes Neurons and Hidden layers. Neural Networks are powerful due to their complex structure and can be used in applications by the students of Best BTech College in Jaipur.

What are Neural Networks?

Neural Networks use the architecture of human neurons with multiple inputs, a processing unit, and single/multiple outputs. There are weights related with each connection of neurons. By adjusting these weights, a neural network arrives at an equation which is used for predicting outputs on new unseen data by the students of engineering colleges in Jaipur. It can be done by backpropagation and updating of the weights.

Various Types of Neural Networks

Different types of neural networks are used by the students of BTech colleges for different data and applications. The different architectures of neural networks are particularly designed to work on those types of data or domain. There are some basic and some complex ones includes the following:

Perceptron

The Perceptron is the most basic form of neural networks. It consists of just 1 neuron which takes the input and applies activation function to produce a binary output. It does not contain any hidden layers and can be further used for binary classification tasks. Additionally, the neuron does the processing of input values with their weights. Then, it passes to the activation function to produce a binary output.

Feed Forward Network

The Feed Forward (FF) networks consist of various neurons and hidden layers which are connected to each other. These are called “feed-forward”, as the data flows in the forward direction only, and there is no backward propagation. Hidden layers might not be necessarily present in the network as per the application.

With a greater number of layers, weights can be customized. Hence, it includes the ability to learn the network. The output of multiplication of weights with the inputs is fed to the activation function that mainly act as a threshold value.

FF networks are used in Classification, Speech recognition, Face recognition, Pattern recognition, Multi-Layer Perceptron, etc by the students of BTech colleges in Jaipur. The important shortcoming of the Feed Forward networks was its inability to learn with backpropagation. Multi-layer Perceptrons are the neural networks which incorporate all hidden layers and activation functions. The learning takes place in a Supervised manner where the weights are updated through the Gradient Descent.

Radial Basis Networks

Radial Basis Networks (RBN) use different methods to predict the targets. It consists of an input layer, a layer with RBF neurons along with an output. The RBF neurons store the actual classes for all training data instances. The RBN are different from the usual Multilayer perceptron because of the Radial Function used as an activation function by the students of top engineering colleges in Jaipur.

When the new data is fed into the neural network, the RBF neurons compare the feature values with the actual classes stored in the neurons. This is similar to finding which cluster to does the specific instance belong. The class where the distance is minimum is assigned like the predicted class. The RBNs are used mostly in function approximation applications such as Power Restoration systems.

Neural Networks

When it comes to image classification, the most used neural networks include Convolution Neural Networks (CNN). It contains various convolution layers which are responsible for the extraction of important features from the image. The earlier layers are responsible for low-level details and the later layers are completely responsible for more high-level features.

The Convolution operation uses a custom matrix, popular as filters. It convolutes over the input image and produce maps. These filters are initialized randomly by the students of Artificial Intelligence college in Jaipur and then are updated via back propagation. For instance, the Canny Edge Detector filter used to find the edges in any image.

Recurrent Neural Networks

Recurrent Neural Networks are considered when there is a need for predictions using sequential data. Sequential data can be a sequence of images, words, or more. The RNN have a similar structure to a Feed-Forward Network. This instance prediction stored in the RNN cell by the students of the Best Engineering Colleges which is a second input for every prediction. However, the main drawback of RNN is the Vanishing Gradient problem. Which makes it very difficult to remember earlier layers’ weights.

Long Short-Term Memory Networks

LSTM neural networks overcome the problems of Vanishing Gradient in RNNs by adding a special memory cell. Also, it can store information for long periods of time. LSTM uses gates to define which output should be used or forgotten easily. It uses 3 gates including Input gate, Output gate and a Forget gate. The Input gate controls how data is kept in memory. The Output gate controls the data provided to the next layer and the forget gate controls when to dump/forget the data not required.

LSTMs used in various applications by the students of btech colleges Jaipur like Gesture recognition, Speech recognition, Text prediction, etc.

Conclusion

Neural Networks are very complex within no time and help students of top private engineering college keep on adding layers in the network. In some cases, they can leverage the immense research in this field by using pre-trained networks for our use. This known as Transfer Learning.

How Technology Has Changed Education and Will Keep Changing It

Today, technology plays a significant role in society. It will continue to change every aspect of how we live. It is changing the way we communicate, the way we do business, how we learn and teach, and even it is changing the way how brains work. Over the past few decades, an explosion of mobile computing has offered new methods for more people to have an impact in their communities. As a result, more people are studying computer science, whether in college or at coding boot camps across the globe.

Due to the arrival of technology, the learning environment is changing. Students of best engineering colleges have more options than they ever would have imagined. In old days, people used to learn at a classroom. But today, people require a computer and WIFI. As the skills, knowledge, and needs of the student change, the role of the teacher functions.

To provide the best possible learning experience, the learning professionals have to adapt and find new ways to meet the changing needs of our learners. Students of Best BTech Colleges in Jaipur must understand and embrace the meaning and the implications of these changes in the learning process.

There are certain ways which shows how technology is changing how people learn:

From individual to collaborative learning

Students of best engineering colleges India learn through individual-based courses and activities. There were fellow students, but these were kept to a minimum. However, with the introduction of new technologies, the learning has shifted from an almost individual-only endeavor to a collaborative activity.

By collaborative learning, individuals mean a situation in which two or more people learn or attempt to learn something together. Speaking of collaborative learning, they think about problem-based, discussions, reflection and other ways in which students are an active part in the learning process. Collaboration is no longer considered an additional necessary feature. Nobody can deny the fact that a plethora of tools facilitate or even encourage cooperation from social network to instant messaging applications. Take Google Drive, Dropbox, Evernote, and popular task management software like Astrid and Todoist.

This an inevitable consequence brought through the Internet. Now, students of btech colleges can communicate, real-time or not, with people whenever and wherever possible. In web sessions or web-enabled class, individuals across the globe turn to each other for help and connect in virtual classrooms. They find others who share their interests and collaborative with the progressive course.

From passive to active or brain-based learning

This shift from passive to active learning or from a teacher-centered to a Student-Centered Approach considered as the most positive consequence of technology. Learners are no longer content-receptors, as they take down notes or listening to teachers talk for hours without pause. Now, they have a different set of expectations when it comes to learning. They must participate or to have a say and maintain a sense of control over their lessons.

These active learners must turn to mobile apps to learn whenever and wherever they can. They turn to the web to directly access information and solve a problem. They still turn to their instructors or teachers but only to seek guidance. Then, the technology becomes a tool for active learning. Through it, learners of top engineering colleges must research, communicate and solve problems. Whenever they navigate the web, they must directly access a huge library of information.

The Rise of Differentiated Instruction

Perhaps even more valuable than collaboration is the ability of Web to bring complete personalization to the learning experience. Learners within any single ‘class’ are likely must require fulfilling and not all of them aim toward the same learning goal. Each of them has his or her own set of concerns, abilities, agendas, values and priorities.

That is why, it is essential to apply different types of instruction to different learners. No single method can accommodate multiple learning needs. A flexible and personalized approach to content delivery is essential for the students of Best Engineering College in Jaipur.

Technology facilitates collaborative learning process and enables instructors to cater to the needs of individual learners. In fact, individualized instruction a hybrid of self-study, and group study has proven effective time and again. An expert on differentiation, has already documented the success of individuals who taught based on their learning profiles and readiness levels.

The phenomenon of multitasking

Multi-tasking with technologies is perceived to be “easy”, especially among younger adults of the list of engineering colleges Rajasthan who are likely to be engaged in educational studies. However, the brain cannot do two complex tasks at the same time under most conditions. It can happen only when the two tasks are both very simple and when they do not compete with each other for the same mental resources.

For instance, students of the btech colleges in Rajasthan can switch from one tab to another, or from a desktop screen to a smartphone screen. It took him more than hour to finish their less-than-1000-words assigned reading. It is seen that less than half of it and got some of his facts mixed up. The culprit directly is his lack of focus. Thus, he multi-tasked and unable to sustain concentration on his studies.

This rise in multi-tasking, easily distracted students of btech colleges in Jaipur has been a seemingly insurmountable challenge to eLearning professionals. Media multi-tasking negatively affects how they absorb and process certain information

Augmented Reality (AR) Definition – Arya College

Do you want to experience the virtual world in the real world environment? Of course yes! because everyone wants that. As we are living in the 21st century, here every fascination can be turned into reality. And to turn the fascination of the virtual world into reality, Augmented Reality introduced. So, we at Arya College Of Engineering and IT have discussed it.

Introduction

Augmented Reality (AR) is a communal experience of a real-world environment in which the objects from the real world are “augmented” by some visceral information generated by a computer.
In general terms, Augmented Reality is an extension of the virtual reality and mixed reality. So in augmented reality, the live augmentation of the subject used along with the virtual world.

How Does Work?

In this technology, a live camera augments the real-time image of the subject and reflects into the virtual world to enhance the experience. This technology works in 3 different ways:

SLAM: Simultaneous Localization and Mapping (SLAM) captures the virtual images of the real world objects. It localizes the sensors and maps the structure simultaneously. Basically, SLAM is a set of algorithms which solves the problems of localization and mapping simultaneously.
Recognition based: This is based on recognition identifies the objects with the help of a camera or virtual markers such as a QR/2D code.
Location Based: Location-based AR depends on the GPS system or velocity meter to allocate data about the activation location and the augmented reality visualizations based on the inputs.

Uses of Augmented Reality

Gaming
Virtual Surgeries
Simulation of Robots, Nuclear Plants, Exoskeleton etc.
E-commerce
Marketing
Mobile phones
PCs and TVs
Smart Glasses like HMD and AR helmets.

Future of the Augmented Reality

The Augmented Reality has a great potential to harness its power in all province of technology. Socioeconomic affairs and low cost augmented experiences can also be implemented by using Google Cardboard, Oculus system, and many more customized technologies.

Thanks for Read our blog, you can check out full blog on official Page Arya College, Arya College is one of the Best Engineering College In Jaipur Rajasthan. In This College Many Branches for Engineering you can make great future with us. Arya College Provides Computer Engineering, Electrical Engineering & Electronics Engineering’s Branch for our Engineering students with top companies placements in campus.