Machine Learning and Deep Learning: Job opportunities and future scope for Students

Download our FREE Academic Calendar now! 📚 Start your child’s journey to success.

If you study recent technological developments that have taken the world by storm, the most common names you would come across are Artificial Intelligence (AI), Machine Learning and Deep Learning.

These are not just any words or sci-fi concepts that novelists and movie producers previously explored. These three aspects have now found use in today’s world and have truly changed the scope of life.

If your child is now at a crossroads and is wondering which career to choose that will have the maximum job opportunities for students, you can always suggest choosing anyone from AI, Machine Learning and Deep Learning. All three aspects have plenty of future job opportunities with high-paying salaries.

However, our main focus will be to explain the fuss about Machine Learning and Deep Learning, followed by explaining which career has more scope in the future and other aspects related to learning and job opportunities.

What is Machine Learning?

Machine Learning is a sophisticated branch of AI that deals with data analytics and analytical model building. It is a general idea that the system can learn something from the data by identifying the patterns and then make a decision.

This decision does not involve any human, and it is made with minimal human intervention. Computer experts got this idea because of their curiosity as they wanted to see whether computers could learn only from the data.

Once students understand the significance of Machine Learning, they become more curious and start exploring more about the career opportunities in machine learning.

What is Deep Learning?

Deep Learning is a part of machine learning that computers do that comes very naturally to humans, i.e., learn by example. Deep Learning is a technology used in most driverless cars that enable the machine to stop at a sign, differentiate between pedestrians and a lamppost.

The voice commands you give on your smartphone, tablets, TVs and Bluetooth speakers all work on the principle of Deep Learning. In recent years it is achieving many results that were earlier considered impossible.

The main prospect of Deep Learning is its accuracy. With its state-of-the-art appliances, it can exceed human-level performance within no time. These machines are trained by huge quantities of labeled data and network architectures that themselves have numerous layers.

Which is Better: Machine Learning OR Deep Learning?

As a newbie, you can easily get confused between Machine Learning and Deep Learning. Hence, today we will uncover some of the basic similarities and differences between the two.

● Machine Learning is all about using the data, learning from it and making informed decisions about what the machine just learned. Machine Learning trains on the CPU, taking less time to train. The output of Machine Learning is the numerical form for categorisation and arranging applications. The main issue is that Machine Learning has restricted tuning capabilities.

● Deep Learning creates a neural network architecture that learns by itself and then takes a decision. Deep Learning trains on GPU and takes more time than Machine Learning. The output is free from free elements like words and noises. With Deep Learning, the apparatus can be tuned in a couple of ways.

When these two tech giants are compared, there is no straight answer for which is better or worse.

Both have their shares of similarities and differences, but what matters the most is the student’s interest. Whether the student chooses to learn Machine Learning or Deep Learning will decide which aspect they will love the most.

Is There Any Future in Machine Learning?

Machine Learning has numerous excellent career opportunities for students. The scope of machine learning is not restricted to a certain field. Instead, it is spread across banking, finance, media, robotics, IT, automobiles, gaming, etc.

Since it can be accessed in all domains, the experts are working on revolutionizing the world for the future. Several schools and educational institutes promote Machine Learning and encourage students to learn about Machine Learning’s future scope.

In the current scenario, an average working professional expert in Machine Learning will earn a salary of up to ₹728,724 per annum. With an experience of 6-14 years, it can go up to ₹19,30,000. LinkedIn community experts quoted this amount.

Does Deep Learning Have a Future?

Deep Learning helps improve the accuracy of predictions and enables the users to get improved data-driven decisions. Over the next few years, it is predicted that Deep Learning could prove to be very useful in performing common AI tasks like image recognition.

Students who are keen on learning about automation and how slowly AI can be used to replace human interaction would benefit the most by studying Deep Learning. Since it deals with neural networks architecture, the chances of booking in the next few years are very high.

It can be assured that Deep Learning has a promising future because Google has acquired DeepMind Technologies, which holds the most promises for global marketers. With the current pace at which Deep Learning is progressing, developers will soon be forced to learn more about it to survive the competition.

Engineers with more than eight years of experience can earn an average salary of ₹7-12 LPA. If you’re a professional and have experience of more than 15 years, you can easily earn around ₹25-48 LPA.

Best Scope Jobs in Future

If your child is curious about learning more about AI, Machine Learning or Deep Learning, you should encourage them and choose their path. All three are great career choices and can help your child secure a stable future.

Closing Thoughts

This was an all-an-out basis of Machine Learning and Deep Learning. We have covered the basics, what it is and explained the job opportunities and future scope for students.

Students can now make an informed decision about Machine Learning as an exciting career choice as per the aspects mentioned in this blog. In our GIIS Ahmedabad, we also encourage students to learn what they like, helping them prosper and decide about their careers.

alagu@yenmin.com
Enquire Now
Featured Blogs

post name

Parenting type

10 creative ways to teach your child to be an upstander

Bullying has become a life-threatening issue in schools. It has become a serious concern with reports of young children committing suicide due to bullying.

Develop a growth mindset

10 Ways To Encourage Children To Try New Things For A Growth Mindset

A positive growth mindset is a belief in our abilities and intelligence that can be improved with effort and the right strategies.

15 Amazing Advantages of Learning Abacus for Kids

The abacus is a counting tool with a prehistoric origin story. It has played an important role throughout human history.

Top Scholarships
More from same author
Trending Blogs

post name

Parenting type

10 creative ways to teach your child to be an upstander

Bullying has become a life-threatening issue in schools. It has become a serious concern with reports of young children committing suicide due to bullying.

Develop a growth mindset

10 Ways To Encourage Children To Try New Things For A Growth Mindset

A positive growth mindset is a belief in our abilities and intelligence that can be improved with effort and the right strategies.

15 Amazing Advantages of Learning Abacus for Kids

The abacus is a counting tool with a prehistoric origin story. It has played an important role throughout human history.

learning

What is the early childhood education system in Japan?

The early childhood education system in Japan highlights holistic development, including academic, social, and moral dimensions. It promotes creating a child's sense of community, responsibility,

learning

What Is The Olympiad Exams – Advantages, Eligibility Criteria, and Preparation Strategies

Olympiads are academic evaluations to boost student's enthusiasm and competence in diverse subjects. They include hard questions that promote analytical and logical thinking abilities.

Vision, Mission & Core Values

Our vision is to become a global role model for teaching and learning.

History & Milestones

Since its inception in 2002, GIIS has continued to spread quality education over 10 countries in the continent.

Pre Primary

We offer the best practices of modern pre-school education.

Primary School

A quick glance at our primary school programme and facilities

Secondary School

Focuses on the all round development of 11 to 14 year-olds.

High School

We provide children with the skills and knowledge to thrive in a 21st-century society.

Holistic Education Framework

Award-winning framework for all-round student development

Extra Curricular Activities

Extra-curricular activities are those activities, often sports-based, that take place outside of the GIIS classroom

Co Curricular Activities

Talent shows, performances, competitions, clubs and additional classroom work

Facilities

From savvy classrooms, to indoor and outdoor sports areas, the school has it all

Admission Process

Get an overview of the admissions process

Book Campus Tour

Register for a tour of the campus to learn more about the school first hand

Book A Meeting

You can talk to our Admissions Counsellor online or in-person, as per your convenience.

Admission Form

Find all forms related to admissions procedure here

Fees

Get information on our fee structure for different grades

Admission

Thank you for your interest in Global Indian International School.