This article answers a few questions for you if you are planning to pursue a career in machine learning.
A recent report was released by Bain and Company in collaboration with Microsoft. The report states that in the next three years, nearly 87 per cent of enterprises in India are likely to increase annual spending on artificial intelligence (AI) by more than 10 per cent.
Industries that work with large amounts of data have recognised the value of machine learning technology. This is because they simplify their work and increase efficiency. Hence, there is a demand for professionals who are well-versed in technology.
The concepts of Artificial intelligence and Machine Learning are related to Computer science. However, its functionality expands to all domains. This article answers a few questions for you if you are planning to pursue a career in machine learning:
What is defined as the eligibility criteria for machine learning?
Machine Learning courses can be pursued by anyone with a proper prerequisite in programming and mathematics. However, there are no such defined eligibility criteria. For certificate courses, there may be some minimum eligibility criteria set. This criterion may include the prior study of programming languages and mathematics.
What is the difference between Machine Learning and Artificial Intelligence programmes?
Machine Learning is more data science-oriented while Artificial Intelligence is more strategy driven. Machine Learning is used predominantly in big data applications. However, Artificial Intelligence is used in applications like robotics.
What is the course structure for machine learning programs?
The typical course structure of Machine Learning includes linear algebra, python programming, machine learning basics, probability and statistics and advanced machine learning topics.
Is a commerce or humanities student allowed to pursue machine learning after class 12?
Students of commerce or humanities majors can pursue it as a tool which can be used for decision-making. For commerce or management graduates, there are courses like Artificial Intelligence for managers.
Are online Machine Learning courses relevant?
Online machine learning courses are more relevant for capacity building and professional development. Such courses are more useful for those who are already employed.
How different is the Machine Learning crash course that is available online from the certificate courses that are offered by IITs?
Crash courses on Machine Learning available online are not much elaborated. They are available in bits and pieces with weak assessment strategies. However, the certificate courses offered by IITs are well-planned. They are well-structured and properly assessed so that they can be put to use practically.
What are the career opportunities available?
The course has a wide arena of career opportunities. For Machine Learning and Artificial Intelligence specialists, opportunities such as data scientist, Natural Language Processing scientist, ML engineer, BI developer, etc., are available.
What is the average salary for candidates?
The average salary varies depending on the industry. Presently, start-ups offer a less salary with challenging work. However, the banking and other sectors offer a higher package. The average salary offered is around 12 lakh per annum.
Who earns more – a data scientist or an Artificial Intelligence-Machine Learning expert?
The earning part depends on the employer’s profile.
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