Top BCA Big Data Machine Learning Program Colleges in Bangalore
BCA Big Data Machine Learning (Bachelor of Computer Science in Big Data Machine Learning)
Data Science or data driven science is an emerging field that deals with the study of large amounts of data. It involves the developing methods of recording, storing and analysing large amounts of data to effectively extract useful information for new business strategies in an organisation. The goal of data science is to gain insights and knowledge from any type of data i.e. both structured and unstructured and get the useful information from both types that is beneficial for an organisation.
Data Science is typically related to computer science and engineering but is a separate field. The BCA (Data Science) students are required to create programmes and algorithms to record and process data, while the data science covers any type of data analysis, which may or may not use computers.
Top BCA Big Data Machine Learning Colleges in Bangalore
Last updated: Feb 25, 2022
Syllabus of BCA Big Data Machine Learning Program
Year
Semester
Subject
Year I
Semester I
Kannada I/ Hindi / French
English I
Programming in C
Mathematics - I
Programming in C Lab
MS Office Lab
Semester II
Kannada II / Hindi / French
English II
Data Structures and Algorithms
Mathematics II
Operating System Lab
Data Structures and Algorithm Lab
Year II
Semester III
Programming in Java
Computer Networks
Statistics and Probability
Introduction to Data Science
Programming in Java Lab
Computer Networks Lab
Soft Skills – I
Semester IV
Database Management Systems.
Machine Learning
R Programming Language
R Programming Language Lab
DBMS Lab
Environmental Studies
Soft Skills – II
Year III
Semester V
Discipline Specific Elective - 1
Discipline Specific Elective - 2
Discipline Specific Elective - 3
Discipline Specific Elective - 4
Discipline Specific Elective -2 Lab
Generic Elective -1
SEC-1
Semester VI
Discipline Specific Elective - 5
Discipline Specific Elective - 6
Generic Elective - 2
SEC - 2
Project Work
Placement of BCA Big Data Machine Learning Program
Data Science is one of the hottest and trending technologies across the globe. It is widening its areas of applications in organizations, from top MNCs to start-ups. Data Science is the bridge connecting us to the world of automation. Data Science is the substructure on which Artificial Intelligence and Machine Learning are built.
So, it is obvious that the base (Data Science) of automation (robots, chatbots, virtual assistants, etc.) is likely to escalate the employability of skilled individuals. The data science professionals will be joining as team members and after a few years, they can become team leaders and even project managers.
According to various surveys it is predicted that Data Science jobs would likely grow by 30 %. Also, it is predicted that nearly about 11 million jobs in the field of data science will be created by 2027.
select_all Benefits of BCA Big Data Machine Learning Program
The BCA (Data Science) professionals will enjoy the following benefits in their career
It’s in huge demand: Data Science is greatly in demand and data science professionals are required in large numbers. More and more organisations are adopting data science technologies in the coming days. So, the demand for data Science professionals increases in both start-ups and top MNCs in near future. Prospective job seekers in the field of data science have numerous opportunities in the future. It is the fastest growing job on LinkedIn, and it is predicted to create nearly around 11 million jobs by 2027 and thus Data Science is a highly-employable job sector.
Abundance of Positions: There are very few people who have the required skills to become complete Data Scientists. This makes Data Science less saturated as compared to other IT sectors. Therefore, data science is a vastly abundant field and has a lot of opportunities. The field of data science is high in demand but low in supply of data scientists. So, there are more positions available for data science professionals.
A Highly Paid Career: Data Science is one of the most paid jobs in the world. According to different job listing websites surveys, the data scientists are paid better salary packages when compared to other professionals in an organisation. This makes data science a highly lucrative career option.
Data Science is Versatile: There are numerous applications of data science. It is widely used in health-care, banking, consultancy services and e-commerce industries. Data Science is a very versatile field. Therefore, the data science professionals have the opportunity to work in various fields.
Data Scientists are Highly Prestigious: Data Science allows companies to make smarter business solutions. Companies rely on data scientists and use their expertise to provide better results to their clients. This gives data scientists an important position in an organisation.
Top Recruiters for BCA Big Data Machine Learning Program students
There are a good number of careers available for BCA (Data Science) students in the industry. Some of the excellent placement opportunities available for BCA (Data Science) are given below
Data Analyst: As a data analyst one is responsible to perform tasks like pulling data out of SQL databases and produce basic data visualisations and reporting dashboards. The data analysts are also responsible to perform A/B testing of generated data and interpret the same and convert the obtained data into an understandable format for business development teams and management teams.
Salary & Emoluments: Data Analyst will receive a salary that ranges from 6 lakhs to 8 lakhs per annum.
Data Engineer: As a data engineer one is responsible to perform batch processing or time processing on gathered and stored data. Data engineers are also responsible for building and maintaining data pipelines which create a robust and interconnected data ecosystem within an organisation, making information accessible for all the data scientists.
Salary & Emoluments: Data Engineer will receive a salary that ranges from 4 lakhs to 6 lakhs per annum.
Data Scientist: The Data Scientists are required to find, clean and organise data for companies. Data scientists should be able to analyse large amounts of complex raw and processed information to find patterns that will benefit an organisation and help drive strategic business decisions.
Salary & Emoluments: Data Scientist will receive a salary that ranges from 7 lakhs to 9 lakhs per annum.
Machine Learning Engineer:The Machine Learning Engineer is responsible for creating data funnels and delivers software solutions. They typically need strong statistics and programming skills, as well as a knowledge of software engineering. In addition to designing and building machine learning systems, they are also responsible for running tests and experiments to monitor the performance and functionality of such subjects
Salary & Emoluments: Machine Learning Engineer will receive a salary that ranges from 8 lakhs to 15 lakhs per annum.
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