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Career as a Machine Learning Engineer in the post-pandemic world

The entire globe has been facing an unprecedented challenge from the Novel Coronavirus, which has made the physical world come to a standstill and the world economy has been holding onto a thread due to this fatal pandemic. But the brighter side of this gloomy situation is that companies are finally appreciating and understanding the significance of Machine Learning and Artificial Intelligence in the practical world. More and more brands are now taking up Machine Learning solutions for their business problems. Not only Machine Learning is used to combat the global pandemic but it has also come out as an important tool in constructing a better world post-COVID. Machine Learning has the capability of providing an understanding and early analysis of problems and prompt resolutions. This technology is used by the doctors and health practitioners to track the virus, identify potential threat to patients and predict the possible cure from disease. These reasons indicate that Machine Learning and Artificial Intelligence, both are here to rule and this can be an interesting career option for the aspirants who are passionate about data and numbers. Machine Learning has been at the forefront for all the advanced programmers who intend to develop intelligent systems that learn and apply knowledge. These programmers, better known as Machine Learning (ML) engineers, train systems with the help of complex datasets and algorithms.

Machine learning brief explanation

Machine Learning is a subset of Artificial Intelligence, which combines Statistics and Computer Science to predict using different mathematical models. The predictive model can be based on like whether an image contains cat or dog, predicting credit card fraud detection etc. The main objective of Machine Learning is to take decisions based on predictive modelling. Hidden patterns across the datasets are extracted and useful insights about data are found out to drive important decisions, improve customer relationship based on feedback patterns or launch new business.

What are the pre-requisites for becoming a Machine Learning engineer?

A Machine Learning engineer requires to be proficient in a bunch of technical skills for building predictive models.

Below are given some of the primary components of the Machine Learning engineer role:

Data: The Machine Learning engineer has to understand the importance of data in predictive modelling. The data pre-processing is one of the important steps for constructing a Machine Learning model. Data has to be analysed and described in terms of the problem requirement. Good quality data is a necessary requirement in building efficient Machine Learning model.
Predictive Models: Machine Learning engineers need to construct the models designed by the data scientists, understand the model validation in order to get an essence of the estimation of value addition to the business and understand how to fine-tune these models to optimize them for the consumption by end users.
Software Engineering: They need to be efficient in coding back-end so that the models can be made available to users through a user-friendly API.
Efficient Scaling of Infrastructure: They need to keep the system prepared for scaling of infrastructure so that the system may not collapse when multiple number of users start operating their models.

Where is Machine Learning used in real life?

Machine Learning is being used in real life in many fields, industries or domains. Some of the application areas of Machine Learning are listed below:

Image Recognition: It is a popular and widely used application area of Machine Learning. This is used to identify an object from a digital image.

Some of the use-cases of Image Recognition:

Photograph-tagging in social media
Hand-writing recognition by segregating a single letter into component images
Speech Recognition: Machine Learning has the capability of translating speech into text.

Some of the use-cases of Speech Recognition:

Voice-based digital assistants like Amazon Alexa or Google Home etc.
Search based on voice
Dialling based on voice
Symptom analysis in healthcare domain: Machine Learning can help the medical practitioners to ascertain symptoms in diseases by leveraging the capability of chat bots. This is called symptom analysis which utilises the power of Natural Language Processing and text mining etc. to analyse the disease symptoms and predict the next steps to be taken as precautionary measures or remedial measures.

Primary objectives of a Machine Learning Engineer

Primary responsibilities of a Machine Learning engineer lies in creation of Machine Learning models and re-training models as and when required. Some of the common responsibilities of the role relate to:

Machine Learning system design
Implementation of Machine Learning algorithms and tools
Dataset selection and dataset representation methods
Verification of data quality
Accomplishing statistical analysis
Executing Machine Learning tests
Improving Machine Learning models by tuning of models by proper selection of hyper-parameters
Constructing Machine Learning apps as per requirement

Now, let us see the skill sets that are important for a Machine Learning Engineer.

Skill set of a Machine Learning Engineer

For becoming a Machine Learning Engineer, an aspirant should have the following skills:

Mathematical and statistical skills relating to subjects such as Calculus, Linear Algebra, Statistics etc.
Advanced degree in Computer Science, Mathematics, Statistics or a related degree
Master’s degree is desirable in Machine Learning, Deep Learning or related fields
Coding in programming languages like Python, R etc.
Skills pertaining to Software Engineering, Computer Architecture, Data Science and the like
Working experience with Machine Learning packages and libraries etc.

References:

Rise in the demand for Machine Learning & AI skills in the post-COVID world, https://timesofindia.indiatimes.com/spotlight/rise-in-the-demand-for-machine-learning-ai-skills-in-the-post-covid-world/articleshow/75464397.cms
Machine learning engineer (ML engineer), https://www.techtarget.com/searchenterpriseai/definition/machine-learning-engineer-ML-engineer#:~:text=Machine%20learning%20engineers%20design%20and,data%20engineers%20and%20data%20architects.
AI/ML Remains The Most In-Demand Tech Skill Post COVID, https://analyticsindiamag.com/ai-ml-remains-the-most-in-demand-tech-skill-post-covid/
AI, Automation and In-Demand Skills for a Post-Pandemic World, https://www.sigconsult.com/blog/2021/03/ai-automation-and-in-demand-skills-for-a-post-pandemic-world?source=google.co.in
Artificial Intelligence in a post-pandemic world of work and skills, https://www.cedefop.europa.eu/en/news/artificial-intelligence-post-pandemic-world-work-and-skills

5G Implementation to 6G Evolution in IoT

The change from landline phones to the movability that 1G distant advancement offered was an immense leap. However, in our view, the leap from 4G to 5G is in much the same way enormous, as 5G is the vessel that will broaden the Internet of Things (IoT) climate decisively. We expect the creating number of related contraptions passing on at higher multi-gigabit data speeds and dare to increase network capacity to work with 5G’s gathering rate. Besides, as individual and corporate clients experience 5G’s benefits, they will clear a path for 6G’s augmentation — which history proposes is most likely going to come sooner than later.

Key Points

Broadband IoT, including 4G and 5G far off headways, is ready to outperform 2G besides, 3G as the part that engages the greatest piece of IoT applications from one side of the planet to the other by 2027.
The amount of related IoT contraptions generally extended by around 9% in 2021 to 2.3 billion unique endpoints. Moreover, that number should pass twofold to more than 27billion when 2025.
The energy for 5G continues to grow with associations beforehand executing the advancement. 5G should make 4G old by 2030, along these lines, with everything taken into account 6G could be Again ready to change IoT.

5G Network Expected to Widespread in 2025

As with each new alliance, a mass get-together of 5G will take time, yet not as much time as its forerunners. The 3G social affair wasn’t fast due to purchasers floundering towards change and 3G’s more extreme expense networks. The clearest system for drawing in an agreed data network development combines exploring the speed at which past cell networks were made. Shipped off in 2001, 3G cell networks didn’t change into the norm until 2007, when clients embraced 3Gconnected phones — four years after 3G opened up and 16 years after 2G moderate accessibility opened up. Generally, 4G cell networks were conveyed in 2009 and changed into the standard four years eventually later in 2013 — two years faster than the 2G to 3G change and simply a brief timeframe after 3G shipped off.

Cell Information Network Ages as The Years Progressed

As per these certain examples, we expect 5G’s gathering rate to go on in the steps of 4G’s fast move to standard. After a restricted scope course of action in 2015, as attempts began testing 5G advancement, current appraisals suggest an overall inevitable gathering of 5G occurs in 2025 4G flexible enrolments are projected to top at 4.7 billion in Quarter 4 2021, and a short time later constantly decline to 3.3 billion around the completion of 2027, as 5G transforms into the fundamental participation choice.

Telecoms Report for 5G Adoption Evident Already

In its middle, 5G is planned to further develop the IoT’s buying experience. Purchasers will need to get to cloud organizations rolling from multiplayer cloud gaming, extended reality (AR)- filled shopping experiences, and permission to free robots for movements. As buyers experience 5G power, the more they’re likely going to research. Additionally, according to telecom providers, the word is getting out. Verizon itemized that 25% of its buyer distant clients used 5G-capable contraptions under a year after their conveyance, well before 4G’s 10% gathering rate a year after ship off. As a part of the 5G increment, telecoms are shutting down additional laid outages, including 3G, to reuse frequencies and work on their 4G and 5G associations. AT&T logically progressed away from the 3G relationship in February 2022 T-Mobile means to make a move as needs be in July, and Verizon before the ongoing year’s over by the completion of 2027, 40% of cell IoT affiliations should be broadband IoT (4G/5G).

5G’s Power on display

A couple of extraordinary IoT associations are early adopters of 5G advancement. From time to time, 5G made their more prepared models old. In various cases, 5G nudged the improvement of new advances. One model is Qualcomm’s Snapdragon, the association’s adaptable structures on a chip (SoC) thing suite. In handsets, the Snapdragon 8 Gen 1 is the world’s most significant 5G modem-radiofrequency reply for showing up at a 10-gigabit download speed or 10,000 megabits. At this speed, colossal data records can be downloaded rapidly. For setting, 4K spouting across different contraptions expects around 100 megabits or 1% of Snapdragon 8 Gen 1’s most extreme limit. Qualcomm checks that 5G-engaged handsets will show up at 750 million units sold in 2022. Cisco’s Catalyst 900X trading stage is another model. In light of Cisco’s Silicon One development, the 900X licenses the association to use quick Wi-Fi 6E sections to give 5G and cloud-based game plans. It expands the presence of existing cabling from 1 to 10 gigabits. Cisco hopes to offer 5G as an a-organization game plans commonly open to private endeavors, the advancement ability of which could be gigantic given the prerequisite for further developed data speeds, cloud accessibility, and flexibility in blend strategies. All around, attempts reliant upon security, similar to the Federal Emergency Management Agency, and organizations, such as programming as-expert association, Zendesk, relied upon Cisco’s switch advancement. Cisco expects spending on private LTE and 5G association establishment by relationship to outperform $5.7 billion by 2024. Likewise, mechanical innovation association ABB worked together with frameworks organization and telecom association Ericsson to make the keen handling plants address what might be on the horizon. ABB expects to include 5G advancement to motorize client help with utilities, present-day, transport, and structure pieces. 5G should allow more modern office robots to exploit the cloud for more unmistakable figuring power and discard comparatively inefficient and extreme in-house central dealing with units or plans taking care of units. All the while, robots can be controlled utilizing a 5G remote organization inside a distance of 1.5 kMS and in any case show steady control, given 5G’s super-low torpidity capacities. The overall market for 5G in cloud mechanical innovation should create at a 79.2% form yearly improvement rate to reach $10.6 billion by 2028.

5G Adoption to Surface the Way for 6G

We guess that fundamental tailwinds ought to result from 5G’s ability to relate, all things considered, everyone and everything speedier and more strongly than any time in late memory. Additionally, 5G’s accelerated gathering rate near to its predecessors will set up the overall economy for an altogether faster rollout representing things to come. 6G, which could hit the market by 2030, will offer more imperative use of circled radio access association (RAN), terahertz (THz) range for essentially more prominent cut off, lower dormancy, and better reach sharing so various classes of clients can safely have a comparative repeat gathering. With inventive work in progress starting around 2020, 6G will progress IoT impressively further towards a possible destiny of totally savvy and autonomous structures. Regardless, first, we’ll embrace 5G and its benefits as a general rule, which are currently starting to show up.

Advantages of 5G Communication

Fast Speed: The zenith speed of 5G correspondence can reach to 10Gbps up and 20Gbps down. Clients can truly experience speeds of 50Mbps up and 100Mbps down.

High cut off: 5G correspondence network is prepared for supporting high-thickness contraption affiliations and high breaking point data transmission. The presentation rundown of a 5G correspondence network is 1,000,000 contraption relationships for each square kilometer. Meanwhile, the display record of a 5G correspondence network is 10Mbps data transmission capacity per square meter.

High unfaltering quality: 5G correspondences support significantly strong data affiliations. Additionally, a show indication of high steadfastness tends to 0.001% package incident rate. This speed is like fiber optic trades. 5G correspondence network utilizes the consideration and convenience of low repeat band and the high information move limit and high speed of high repeat band to give high trustworthiness correspondence to clients through multi-affiliation advancement.

Low deferral: 5G correspondence has unimaginably low dormancy. Moreover, the typical show record of 5G correspondence’s beginning to end inaction is 1ms.

Low power use: 5G correspondence can figure out the traits of low power usage in unambiguous circumstances. 5G correspondence maintains high rest/development extent and broadened rest when no data is conveyed. In low power wide locale association (LPWAN), IoT has a remarkable application prospect.

6G Infrastructure Scenarios

Other than the utilization of new recurrence goes, an examination concerning new organizations is necessary. While certain uses of 5G will likewise keep on being conveyed in the current 5G groups, which, over the long run, perhaps rethought to 6G.

Industrial Networks

While 5G was inventive in presenting the chance of industry 4.0, we infer that 6G will take colossal steps in changing the social occasion and creation processes. The improvement of present-day affiliations will rely on useful social affairs of current and future radio access advances to the key business 4.0 and past use cases. Current associations are viewed as privatized, zeroing in on insane persevering through quality and ultralow idleness.

The critical strategy use cases are:

Correspondence among sensors and robots
Trades across different robots for coordination of attempts
Correspondence between human current office heads and robots.

Right now, to accomplish the necessities for ultrahigh unwavering quality, most of the business approaches are going on a few spots in the extent of 3.4 and 3.8 GHz, where the spread divert is decently rich to the degree that diffraction ability. Regardless, machines with immense openness in the 6G period will likewise request high information rates close by advancing control and Al to have the decision to convey and manage top-quality visual information, drawing in robotized twins of machines and activities, too s remote inspecting. To this end, we expect the utilization of millimeter Wave frequencies notwithstanding bundles under 6 GHz for the present-day relationship over the going 10 years.

Wireless Personal Area Networks(WPANs)

One more area of affiliation is WPANS and far-off areas (WLANs). These WLANs’ astoundingly short affiliations may be under 0.5-1 m for WPANS and up to 30 m for WLANs. All window WLANs sight be reasonable for this application, taking into account that the affiliation money-related course of action can meet how episode when the higher windows are utilized and where genuine execution advancements exist.

Autonomous Vehicles and Smart Vehicles say Networks

6G could be utilized for data splitting between free vehicles and V2I. In any case, there are questions are expecting traffic conditions and brief distances considering showing up at deterrents talked about before will make the THz packs appropriate for this application. Further, in more, the speedy adaptable relationship between getting wires on train ate roofs and foundations can be utilized for transmission of both thriving’s fundamental data and outright pilgrim information. Such incredibly high rate joins are fitting for THz, yet the high cover ability makes serious areas of strength for beamforming bungles and expected issues with the Doppler spread. While the speed of current fast trains is fundamentally solid, and thus, shafts can be controlled in the right course settled on supposition, the required beamforming gain (and related thin bar width) makes the design touchy to even little deviations from the measures. Besides, high-rehash designs can comparatively be utilized for access among UES and radio wires in the lodges that outright the traveller information, like a (moving) area of interest. Recalling the arising 6G use cases, explicit prerequisites, new recurrent social events, and key sending conditions, we examine the developments expected to be the course of action of 6G radio and centre affiliation plans.

Significance of Computer Science Engineering in a COVID-19 infested Era

Ever since the outbreak of COVID-19 or the novel coronavirus from December 2019 till date, the whole world is adversely impacted by the induced pandemic which has forced on every form of the established system, a drastic change in the day-to-day lives of the people belonging to different strata of the society. The socio-economic setup that was prevalent throughout the world, is already significantly shattered, and hence calls for the conceiving as well as establishing a new system wherein the various functionalities may ensure the smooth and orderly execution of different aspects of the human society can be reinstated keeping in mind the robustness of this system against a pandemic like situation such as these.

This COVID-19 infested pandemic has exposed major loopholes and faulty perceptions regarding the various domains like, healthcare sector, financial institutions & bodies, educational establishments, research & developments bodies as well as public welfare organizations, as a result of which the whole world community stands not just clueless but also helpless in grappling with the current catastrophe.

a) Impact of Covid on the domain

The viral outbreak at a massive global scale has forced governments across the world to impose hard lockdowns and travel restrictions thereby compelling the shutdown of offices that offer varied services related to several sectors. Furthermore, at an individual level, people need to maintain a safe distance and be physically covered (especially facial areas) at maximum times when outside. This has invariably impacted interpersonal communication greatly.

Considering all the above factors, a computer/smartphone device, internet connectivity and a relatively stable power supply has come to the rescue of people in many ways. Professionals associated with the computer science & engineering domain are able to maintain various sorts of data in large bulks securely and meticulously with the help of different technologies. Furthermore, with the advent and development of the internet infrastructure, an abundance of virtual space can be created and managed for warehousing these data. Various applications are these days widely used via handheld devices to serve day-to-day purposes like product or food delivery, cab or train booking, hotel booking, seat reservation at any event, online academic courses, online mails, messaging and meeting and so on.

With this current pandemic prevailing all over, the usage of the above online applications is greatly amplified as these software-based utility tools are proving to be beneficial in running the various sectors simply while sitting at home. More and more people are continually seeking online services and demanding applications that will make it possible in every way to handle various business or commercial activities, smoothen the functioning of the education and healthcare sector and providing real-time support to travel as well as transport services. Even in the entertainment industry and also crime investigation & forensics, complex application development with easy user-friendly outlooks are ever-growing.

In short, the computer science & information technology domain has invariably become even more lucrative, prospective and ever-growing field as the pandemic has forced majority of the services to go “online”. Interestingly, a number of professions has by this time become obsolete and many individuals lost their jobs except for some cases such as this domain. These days the most important and valued element is data on various things and this data is available in such large quantities that it needs organized storage and management. While attempting to find a robust and effective solution to the COVID-19 virus, several amounts of data are being recorded and used. Efficient handling and accessing of such data is thus necessitated which is realized by the applications developed by various professionals who are experts in the computer science field.

b) New trends

As mentioned earlier, several sectors across the world are either closed down or grappling to survive by somehow managing to lift their face up the troubled waters of the pandemic crisis. An interesting trend of relying on online services is being noticed among such sectors.

Education: With almost all academic institutions physically shut down, this sector has shifted to online mode of admission, lecture delivery, examination conduction, assignment delivery, subject-wise note sharing and student evaluation. These activities require the support of some multimedia-enabled devices having a camera, microphone and speaker, online document preparing web services, and virtual (cloud-based) storage space. There has emerged a vogue of online coaching and academic preparation via the use of mobile apps like Byju’s Classes, Unacademy and so on which have reduced the dependency on availing tutors. Altogether, all these necessitate the development of software-based applications that require the expertise of domain professionals.

Healthcare: Currently as the majority of the professionals in this sector are the frontline ‘warriors’ in this battle against the pandemic, naturally, they are highly exposed and vulnerable to the COVID-19 virus attack. Despite the extreme precautions taken, most of them even are losing their lives to this deadly virus given the highly contagious environment they are working in. This has led to a fear of psychosis among the general public to avoid visiting the doctors and other medical professionals for a routine health checkup. As a result, the growing demand for online health checkup from home has led many software and app developers to build such dedicated applications that aid in routine healthcare and delivery of medicines. Some of the prominent apps operating in India are DoctorOnDemand and PharmEasy.

Business, Commerce, Banking & Industry: Several commercial and industrial workplaces are physically shut thereby causing losses and job cuts. A growing need has propped up for automation of industrial machinery and online support to various financial services as well as transactions, remote ordering, selling and purchasing, delivery of items. Some of these applications are realized by popular app services like Yono app (State bank of India), PolicyBazaar, Amazon, Flipkart, Paytm, Myntra.

c) Areas of research

Unlike other domains where research and development include extensive needs for laboratory or enterprise-level facilities and field works, pursuing research in the computer science domain requires just three things at home: a good quality computer system/workstation, internet connection and access to research-level online repositories. There are several open-source development tools that can be downloaded and utilized for effective research. Some of the major domains where computer science has pervaded are Medical science, genetics & genomics, microbiology, transport technologies, core industrial & engineering, basic sciences. Researchers under this domain by sheer knowledge of Artificial Intelligence, Data Science, Machine Learning and Deep Learning are gradually succeeding in presenting automated models for determining the nature and spread of the COVID-19 virus. Although the concept of Artificial Intelligence is not new (coined in 1956 by John McCarthy), the extensive development and the need for massive automation across several fields has uplifted the status of this concept that has led to enhanced research in Artificial Intelligence, Data Science, Machine Learning and Deep Learning. In short, a professional equipped with such domain knowledge easily feels valued and almost indispensable across several multi-disciplinary fields.

Unravel the mystery of M.Tech in Computer Science

Are you a final-year student? Are you in dilemma about what should be your next step for your career? Is it a job you need after your B.Tech or is it a certification you need to kickstart your career or you need an M.Tech to give a boost to your career? These are quite common questions that dwell in every engineering students mind.

In my old days, I was also had the same state of mind and it got more fuel when I saw that some of my friends started preparing for GRE, TOFEL and some took some MNC based jobs and some joined some started preparing for some government jobs.

First, let me share my side of the story for going ahead with M.Tech. I saw a few of my seniors work under different IT companies and found there they not only need to be shinning every day but they have to upskill themselves mostly on a regular basis. As most of the curriculum does not cater to the present-day industry needs. Most importantly it is very challenging to upskill and perform in your job on a daily basis.

Though the short-term certifications will earn you various skills unfortunately it will never be enough for you to increase your scale to a different level. Whereas post M.Tech the job perspective and eligibility for your career multiplies exponentially. Not only you are eligible for industry jobs but you can be a part of building an engineering society by producing quality engineers and also can contribute to different research activities and see your creation come live and help society.

Some students have experienced the importance of having a post-graduation degree, post they had spent around more than 5 years in the industry and had set for the different executive program but most cases these executive programs are not a full-time program and not focused in developing a strong academic background.

Is GATE is mandatory for perusing M.Tech in Computer Science and Engineering?

GATE is just a competitive examination by which students can be evaluated with a common test thus giving the selectors a common criterion to select candidates. But if you are academically strong then you can peruse M.Tech without GATE.

What awaits for me post M.Tech in Computer Science and Engineering?

The opportunities get increased exponentially post M.Tech. Your option of joining the industry becomes wider with a higher package, along with you can be a part of any academic institute, research institute, government institute, private institute, peruse PhD to name a few.

Which branch should I choose for my M.Tech course of studies?

You can choose any branch of studies for your M.Tech course but as per the regulation of various government bodies and looking at your career it is advisable the course should be relevant to your B.Tech course of studies.

Where to study M.Tech?

At Adamas University, we design and update our curriculum frequently to meet the changing demand of the present-day industry while making you academically aware of many of your future endeavours.

Why Computer Science?

“The Computer was born to solve the problem that did not exist before” – Bill Gates.

As a machine reduces the work effort, so does a computer for a typical complex computation. Computer science forces you to deal with a problem in a slightly different way which is a skill that can be applied to life itself. In the era of data, a computer is the most indispensable thing we can think of. Computer science gives you an opportunity in working and understanding hands-on the aspect of data.

Computer Science is the study of principles and the use of computers. The classical areas for a computer science course include discrete mathematics, data structure, theory of computation, compiler design, analysis and designing of Algorithm. The advanced study includes artificial intelligence (AI), computer networks and security, database management systems, computer vision and graphics, numerical analysis, software engineering, bioinformatics.

Apart from this, a computer engineer is supposed to be known as a fluent coder. Coding is the ‘Bread and Butter’ for all computer engineers. Programming or coding is an intriguing sector as it gives us the superpower to regulate computer programs on the go. The main goal for a computer engineer is to make a problem understandable to a machine so that it could solve the problem obligingly. The fluency and smoothness of an application are solely based on the way you design the code. C, the mother of all programming languages, is a general-purpose programming language that is extremely popular, simple, and flexible to use. It helps a programmer to build the base of designing a program. It is a structured programming language that is machine-independent and extensively used to write various applications, Operating Systems like Windows, and many other complex programs like Oracle database, Git, Python interpreter, and more. Java, a high-level programming language, is also the most popular language for its design structure using object-oriented concepts (OOP). When it comes to the web, Java is unparallel. Most of the web-based applications are based on java. Apart from this, there are several programming languages like c++, python, Matlab, R to name a few.

There are innumerable and varied specialization and career options for a computer engineer. After completing his/her B.Tech degree a student may get absorbed in the software industry or may opt for higher studies. There are multiple sub-division and specializations in Computer Engineering which require applications in various sectors. Student can also pursue B.Tech degree in various applied fields:

AI/ML: Artificial Intelligence (AI) are emerging fields that will shape and dominate the future of this universe. Data is one of the most important assets of a company or government agency. It helps us to predict the future based on past experiences. AI has the potential to vastly change the way that humans interact, not only with the digital world but also with each other, through their work and other socioeconomic institutions – for better or for worse. A vast volume of data can be analysed by using a smart alternative, Machine Learning. It can produce an accurate result by designing a fast and efficient model for real-time data.
Blockchain: The duration of the course for B.Tech with specialization in blockchain is four years. Blockchain is currently booming and one of the most popular technologies that have invaded to almost every industry in the world. The world is changing its shape towards cryptocurrency. In near future, Bitcoin will be one of the popular transaction media. The main technology behind this is the blockchain. The technology will help the student to learn different algorithms and to curate the bitcoin on their own.
Cyber Security: Cybersecurity provides an expertise insight analysis on global security threats. In the world of web, to provide a secure web service is one of the main goals. The course on Cyber Security will help to learn different algorithms along with the expertization on ethical hacking, penetration testing, digital forensics. There are immense career avenues open for specialization in cybersecurity. This includes Security software developer, security analyst, security architect etc.
M.Tech Degree in Computer Science: Apart from doing graduation and going for an early job, a student may go for a master’s degree in computer science and engineering along with the specialized degree discussed above.

With the knowledge and concept in the domain, a computer science engineer can be eligible for an immense variety of job opportunities. Some of them are jotted below:

Computer Science engineers are the primary resource of the software industry. With a sound concept in the subject, a student can crack any of the big houses easily.
Government sectors such as I.S.R.O, B.H.E.L, etc are recruiting computer science engineers having a good GATE score.
Interdisciplinary research is a new trend for Computer Science students. Inter-disciplinary subjects such as IoT, Bioinformatics provides a huge contribution in research for computer science students.
Apart from interdisciplinary research, mainstream research in computer science also provides a huge scope for the student both nationally and internationally.

As a computer science engineer, there are plenty of opportunities in Government sectors as well as private sectors. A focused, sincere and conceptual student has all the possibilities to touch the sky.

CYBER SECURITY AND FORENSICS

If a student is looking for a job that is truly recession-proof even during the current economic upheaval, he/she need not look any further. There is indeed a specialization that is now ranked 4^th largest among all technology domains and boasts of zero unemployment. This specialization is none other than Cyber Security.

As technology progresses, an ever-higher percentage of humanity is relying on computers and computer-aided devices to carry out their daily activities. Right from simple web browsing to e-commerce transactions, banking / financial activities, social networking and other specialized tasks, we use our computers for a large part of the day. This trend is steadily going up and computer usage is ever increasing. In India, 23% of urban households and 4% of rural households owned a computer in 2019. Over 350 Million Indians (26% of the population) own a smartphone.

However, the crooks are getting smarter as well and are getting armed with an ever-increasing arsenal of complex and consistent tools (like viruses, Trojans or other forms of malware) to wrest control of online activities and data in an unfair manner. As per CybersercurityVentures.com data, the total value of cyber crimes is expected to touch a mind-boggling USD 6 Trillion in 2021. This is where Cyber Security comes in – experts in this technology work as online policemen to prevent, detect or repair cyber attacks or its effects.

An interesting case in hand is that of Antivirus developers like McAfee, Norton or Quick Heal. Malicious software gets released into the system in a regular, almost continuous, basis. These companies have to be on their toes – bringing out a solution almost immediately and push it to all users to prevent any damage. The turnaround time is very short – often in minutes – for these engineers. Thus, a complete command on the technology is expected.

Students who would like to make a career in Cyber Security can also branch out to the related field of Ethical Hacking. Professional ethical hackers use their skills to benevolently identify and penetrate security loopholes in computer systems to pre-empt malicious attacks. These professional are hired with very high pay packages by all application development companies to make their product secure and tamper-proof.

Cyber Security professionals have other specializations to consider as well. One popular option is computer forensics. Specialists in this area collect and analyze data from computing devices and store them in an acceptable format so that they can be presented as evidence in case the security of the machine is breached. Then, there are specialists associated with particular domains like internet security, network security, data security and information security who deal with the safety of systems and users in specific areas. All in all, the primary job of a Cyber Security engineer is to identify risks, prevent attacks and ensure the safety of online users.

But then, if someone wants to become a Cyber Security engineer by professions, what are the study options available? Based on a study of the various options available for students in India, there seem to be two broad choices:

Study a basic engineering course in any discipline (preferably related to computer science) followed by a specialized training in Cyber Security.
Study a specialized course of Cyber Security at UG level.

Upon careful comparison, it turns out that the first option is costlier and takes a longer duration than the second one. Cyber Security typically does not have a significant presence in the undergraduate syllabi of Indian universities and may be offered as a 1-semester course. Post-graduation, the student needs to enrol in a specialized course mostly offered by private players, which is time-consuming and costly. Keeping these difficulties in mind, AICTE has allowed Indian universities to offer undergraduate courses specializing in Cyber Security wherein the student gains the entire knowledge within the UG course duration itself without having to spend any extra time or money to meet the expanding market demand.

As of now, almost all of the undergraduate courses in Cyber Security are offered as an Engineering stream. For example, Adamas University in Kolkata offers a B.Tech course in Computer Science, specializing in Cyber Security, which allows a student to gain the complete expertise within a period of 4 years. The student can directly approach relevant companies for suitable placement after completion of this course.

So, what does a student learn in a typical Cyber Security course? In addition to the normal course structure in B.Tech in Computer Science & Engineering, these programs have specialized semester-long courses on:

Data Security (Theory & Lab)
Network Security & Governance (Theory & Lab)
Ethical Hacking (Theory & Lab)
Digital Forensics (Theory & Lab)
Internet Security

And more courses depending on the curriculum structure defined by the University. The students learn the technology of blocking threats, creating and implementing a firewall, mitigating risks and ensuring the well-being of the computer user. With the popularity of mobile smartphones and their extensive usage for communication and transactions, security of these devices are also an important requirement and are a part of any course on Cyber Security.

Thus, if one wants an interesting, dynamic and recession-proof career with a high pay package and has a willingness to fight against malicious intentions, then cybersecurity may be just appropriate.

School of Engineering and Technology: Striding with Excellence

The School of Engineering and Technology (SOET) at Adamas University is esteemed for its high-end delivery of engineering education, robust infrastructure in the form of well-equipped laboratories with equipment and courses designed for the holistic development of an individual. SOET had ranked among the top Engineering schools in Bengal and East India in the Times Engineering Survey 2019.

The School has an enormous experience in imparting engineering education and has six Departments: Computer Science and Engineering, Electronics and Communication Engineering, Mechanical Engineering, Electrical Engineering, Civil Engineering, and Bio-Medical Engineering. The School currently offers B.Tech, BCA, B.Sc in Computer Science, MCA, M.Tech and Doctoral Programs. Apart from the regular UG and PG programs offered by the School, new cutting edge specialized and new generation programs were introduced in the year 2020 in emerging areas like Artificial Intelligence and Machine Learning (AI/ML), IoT and Embedded Systems, Gaming and Animation, Cyber Security and Forensics and Robotics. The School emphasizes on the development of competent skills among its students in order to make them industry ready. To achieve this objective, the Specialization programs are clubbed with Project Based Learning in big ticket areas like Autonomous Electric Vehicles, Aerial Robotics, Smart City, Design Thinking, etc.

The Project based study approach is accomplished through the following innovative techniques:

Beautiful Mind: It is a parallel learning system in which the students learn all by themselves. Here the resources for learning the technical concepts are the laboratories with equipment, library and internet facility only. The learning is based on the development of projects in a specific domain. This helps the students to learn outside their curriculum.
Design Thinking: This module focuses on innovative methods where students get to learn about various technologies, how to implement them and execute those in real life. It helps to nurture the thinking power of students and lead them to implement innovative ideas for solving the real world problems.
Capstone Projects: These projects have to be undertaken by the students as a part of their curriculum in their academic degree program. They have to choose one of the projects namely Autonomous Electric Vehicle, Smart City, Aerial Robotics, where they learn both the theoretical base of these emerging technologies and hands-on knowledge for implementation.
EQ Labs: Managing one’s emotions while dealing with a group of team members in an organization is of utmost importance. Emotional quotient plays a major role along with Intelligence quotient in grooming a successful manager. This subject covers study of Communication and Collaboration skills, Leadership skills, etiquette and body language etc.
Center of Bio-Computing: This center has been set up mainly for the development of collaborative research or inter-disciplinary research. It provides training in Bio-Computing and support for Bio-Computing projects running under Adamas University.
Center of Waste to Wealth: This center caters to the study of techniques involved in effective waste management to protect our environment and paving the way towards a greener future.

Now, let us have a glimpse of the Programs offered by the various Departments at School of Engineering and Technology at present.

The Department of Computer Science and Engineering (CSE): The Computer Science and Engineering Department offers the following academic programs of study:
Bachelor of Technology (B.Tech) in CSE: It is a four year graduation degree program. Here the program covers core and applied courses in Computer Science. The core subjects include subjects such as Programming, Algorithms, Compiler etc. and applied courses such as Artificial Intelligence, Cyber Security, Deep Learning etc.

There are three Specialization programs offered under the category of B.Tech in CSE:

Bachelor of Technology (B.Tech) in Computer Science and Engineering (CSE) with Specialization (Hons.) in Artificial Intelligence and Machine Learning (AI/ML)
Bachelor of Technology (B.Tech) in Computer Science and Engineering (CSE) with Specialization (Hons.) in Cyber Security & Forensics and
Bachelor of Technology (B.Tech) in Computer Science and Engineering (CSE) with Specialization (Hons.) in Blockchain

The above mentioned Specialization programs cover the study of advanced subjects in the niche areas, hands-on learning in well-equipped laboratories and opening up of attractive job roles.

B.Sc in Computer Science: It is a three year graduation degree program. In this program, the primary focus is on delivering the core theoretical and practical aspects of Computer Science. The subjects covered range from Programming languages, Data Structures, Computer Networks and advanced subjects of Artificial Intelligence and Internet of Things etc.
Bachelor of Computer Application (BCA): It is a three year graduation degree program. Here the program covers core courses of Data Structures, Python Programming, Operating System, Computer Networks etc. The program equips students with Professional skills of Web Designing also. This program also has two specialized streams:
- BCA with Specialization in Gaming and Animation: This new generation Specialization program offers a perfect blend of core Computer Application and Gaming and Animation. Courses such as Game Development-I and II, Drawing for Animation etc. are offered in the curriculum.
- BCA with Specialization in Banking, Financial Services and Insurance: This is yet another new generation Specialization program which offers specialized courses of Financial Accounting, Banking and Economy etc.
Master of Computer Application (MCA): It is a two year post graduation degree program. Here the students are imparted knowledge and competent skills in Programming, Data Structures, Mobile App development, etc. and a basket of electives such as Artificial Intelligence and Machine Learning, Fundamentals of Cloud Computing, Game Design and Cloud Storage etc. are offered in the final year of study.
Master of Technology (M.Tech) in CSE: It is a two year post graduation degree program. The students would learn about the most advanced courses of CSE, paving the path for research and other challenging job roles in Machine Learning, Data Science etc.
The Department of Electronics and Communication Engineering (ECE): The Electronics and Communication Engineering Department offers the following academic programs of study:
Bachelor of Technology (B.Tech) in ECE: It is a four year graduation degree program. Here the program covers the courses in such a way that it encompasses the entire GATE curriculum. Some of the courses taught here are Digital Electronics, Microprocessor and Microcontroller among many others.

There are three Specialization programs offered under the category of B.Tech in ECE:

B.Tech with Specialization (Hons.) in Robotics, B.Tech with Specialization (Hons.) in IoT and Embedded System and B.Tech in ECE with Specialization (Hons.) in Electric Vehicles Engineering. These programs offer the knowledge and competency in cutting edge technologies which equip students with profound skills in these niche areas.

Master of Technology (M.Tech) in ECE: It is a two year post graduation degree program which equips students to learn about advanced fields of communication and VLSI etc. It offers two areas of Specialization programs: M.Tech in VLSI Design and M.Tech with Specialization in IoT and Embedded System. These programs emphasize on imparting technical and advanced skills in the Specialization areas.
The Department of Mechanical Engineering (ME): The Mechanical Engineering Department offers the following academic programs of study:
Bachelor of Technology (B.Tech) in ME: It is a four year graduation degree program. The course curriculum has been designed as per the recommendation of Industry Personnel. It covers courses such as Engineering Mechanics, Machine Drawing etc. The Lab infrastructure is robust and equipped with new and modern tools and equipment for experimentation.

There are two Specialization programs offered under the category of B.Tech in ME:

B.Tech in ME with Specialization (Hons.) in Design Engineering, which emphasizes on aspects of Design in System Engineering, Manufacturing and Engineering Management.

B.Tech in ME with Specialization (Hons.) in Electric Vehicles Engineering, which emphasizes on aspects of design and manufacturing of electric vehicles.

Master of Technology (M.Tech) in ME: It is a two year post graduation degree program. The customized curriculum is inspired by the programs of well-repute offered in universities across the globe.

There is one Specialization program offered under the category of M.Tech in ME:

M.Tech in Design Engineering, which has been designed as per the recommendations of National Design Policy and Indian Design Council encompassing Design enabled Indian industry.

The Department of Electrical Engineering (EE): The Electrical Engineering Department offers the following academic programs of study:
Bachelor of Technology (B.Tech) in EE: It is a four year graduation degree program. It offers the aspirants the knowledge on electrical components, devices and systems. It offers stress on special thrust areas such as Electrical Machines and Power Systems, etc. along with related hands-on knowledge.

There are two Specialization programs offered under the category of B.Tech in EE:

B.Tech in EE with Specialization (Hons.) in Sustainable Energy, which imparts knowledge about sustainable energy to build budget-friendly wind turbines and solar panels.

B.Tech in EE with Specialization (Hons.) in Electric Vehicles Engineering, which emphasizes on aspects of design and manufacturing of electric vehicles.

Master of Technology (M.Tech) in Power and Energy Systems: It is a two year post graduation degree program. The well-designed curriculum focuses on concepts and systems related to electric power and energy.
The Department of Civil Engineering (CE): The Department of Civil Engineering offers the following academic programs of study:
Bachelor of Technology (B.Tech) in CE: This 4 year graduation degree program offers all the relevant courses as per the industry requirement and it is designed with a great intention of fabricating prominent engineers who are competent and committed to the high professional standards in the arena of engineering and technology. It is embracing of structural Design & Analysis, surveying, geotechnical, environmental, water resource and irrigation, transportation etc. This is basic to any kind of construction as industrial, commercial, residential in general.
B.Tech in CE with Specialization (Hons.) in Smart Infrastructure Management: By seeing the current days’ requirement in society, the Department of Civil Engineering has introduced this specialized program that consist of all modernized courses related to Civil Engineering. The courses are as Rural and Urban Planning, Intelligent waste management, Smart materials and infrastructure, Artificial Intelligence in Infrastructure, Intelligent Transportation System.
Master of Technology (M.Tech) in Structural Engineering: Civil Engineering is generally well known for structure and construction. Candidates, who will enroll this course, during 2 years of this program, get awareness about the materials used to design structure and educate individuals on superior concepts of structural engineering through projects and dissertation effort.
Master of Technology (M.Tech) in Environmental Engineering: Students who are fond of advanced course that focus on Environmental challenges and remedial measures can opt this program for 2 years. This program is mainly designed for waste management, Water, Air and Noise pollutions, renewable energy and sustainable development. Research and Development sector mainly recruits candidates from this specialization.
Master of Technology (M.Tech) in Construction Engineering and Management: This professional discipline covenants with the designing, planning, construction, and management of infrastructures. Planning with time management skills is compatible to each other that can helpful to complete a task within time bound. By this specialization, student acquires both Engineering and Management skills.
The Department of Bio-Medical Engineering: The Bio-Medical Engineering Department offers the following academic program of study:

Bachelor of Technology in Bio-Medical Engineering: It is a four year graduation degree program. It imparts knowledge on sought after courses of Mathematical Biology, Biochemistry etc. The Computing laboratories are well-equipped with essential software tools and interfacing kits. It offers career paths in computer-assisted surgery, cellular and tissue engineering, orthopedic engineering etc.

Apart from the above mentioned programs, Minor Programs and Doctoral programs are also offered by the departments at SOET. All the programs have been designed according to the needs of industry and based on emerging technologies to match up to the high-end job profiles. The aspirants have a plethora of options to choose from the above well-crafted programs and to be a part of the SOET family. It is the perfect destination for bright future and career building of the aspirants.