Since the 90s, Bangalore has been amongst the top 10 fastest-growing cities in India. This growth is attributed to the phenomenal performance of not just the IT sector of Bangalore but also all the other significant sectors in the city. From pharmaceuticals to automobiles, you name it, you will find that sector booming in Bangalore.
In today’s day and age, every service we use or a product we buy is influenced by machine learning in some shape or the other. In addition, every company, be it small or big, will directly or indirectly use machine learning to some extent.
For example, Google’s search engine uses a vast network of machine learning algorithms to curate the search results for an individual. Or the landing page of an e-commerce site will again use machine learning to find the best products to keep an individual engaged. Suggested videos on youtube or other video streaming channels also use machine learning. Even self-driving cars are a product of it.
This manifold use of machine learning has driven the demand for machine learning engineers. It is one of the highest paying jobs in India or abroad. The median salary for a machine learning engineer in India is around 8lakh rs per annum.
This article will discuss machine learning and why one should take machine learning courses in Bangalore.
What is machine learning?
Machine learning is a part of Artificial Intelligence. It is used to find and predict outcomes for any given task, and it is done through self-learning software and algorithms that mimic the human learning process.
Machine learning algorithms tend to improve over time as more and more data is analyzed by them.
There are various machine learning types. This categorization is made according to the amount of supervision the machine learning program demands.
Why machine learning?
Machine learning is a part of Artificial Intelligence. It is used to find and predict outcomes for any given task, and it is done through self-learning software and algorithms that mimic the human learning process.
Machine learning algorithms tend to improve over time as more and more data is analyzed by them.
There are various machine learning types. This categorization is made according to the amount of supervision the machine learning program demands.
Process of learning machine learning
Before taking on a machine learning course, one must understand that it is one of the most challenging courses to digest. They could face severe challenges during their study if they don’t have their fundamentals ready.
So before opting for a course, there are certain things they need to brush up on.
- Programming languages
Python and R are the most commonly used programming languages for machine learning. To learn machine learning, one does not need to be a Python or R expert, but it certainly helps. In their machine learning journey, one must use various tools that rely on these programming languages.
- Linear algebra
A clear understanding of linear algebra is essential for machine learning aspirants. Every machine learning algorithm has its foundation in Linear algebra.
- Statistics
Statistics helps us formulate conclusions from observing data sets. It is a vital part of machine learning, and anyone willing to learn machine learning should have a basic knowledge of statistics.
Machine learning course in Bangalore
Bangalore is not just India’s tech hub but also an educational hub. Doing a machine learning course in Bangalore will yield great results for machine learning aspirants because there is no shortage of demand for machine learning engineers in Bangalore.
A machine learning course will generally include,
- Machine learning with Python or R. Python could be a better alternative because it is used across the industry. For those who know languages like c++, it is easier to understand.
- Classes on text mining and natural language processing.
- Classes on Artificial intelligence and cloud computing.
In Bangalore, machine learning courses are offered at reasonably cheaper rates. It can cost anywhere between 30000 to 50000 rs.
Most machine learning courses mix offline/ online classes and industry collaborations to acquire practical knowledge in the field. Bangalore is the hub for many industries and is the perfect place for gaining valuable knowledge on machine learning.
An online machine learning course will be better for people already employed. It will allow them to simultaneously attend their current job and learn machine learning.
Conclusion
Machine learning is changing our lives immensely. It also opens many career opportunities for students and employed personnel. The availability of cheap machine learning courses in Bangalore also helps in the process, increasing the return on the investment made. The use of machine learning is expected to grow exponentially, and it is the perfect time for taking on a machine learning course and enhancing skills for futureproofing one’s career.