TCS iON Industry Honour Course - Practical Approach to Data Mining and Analytics
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Course Details
Course Commencement
Course Completion
Language
English
Exam Dates
Credits & LTP
Each course offers 5 credit points.
Recommended For:
Branch - Applicable across all engineering branches
Semester - 5th, 6th, 7th and 8th
Course Summary
Data Mining is a systematic and sequential process of identifying and discovering hidden patterns and information in a large dataset. On the other hand, Data Analysis is a superset of Data Mining. It involves extracting, cleansing, transforming, modeling, and visualisation of data to uncover meaningful and useful information that can help in taking decisions. As per TeamLease Services (a staffing arrangements company) India will face a shortfall of 2,00,000 analytic data experts in coming years.
+ Read MoreRECOMMENDED PRIOR KNOWLEDGE
- Mathematics
- Linear Algebra
- Calculus: Differentiation, Partial Derivatives and Gradient
- Statistics: Normal Distribution, Probability
- Basic Programming in Python
Course Syllabus
The course syllabus will be delivered through a combination of eLearning resources, digital lectures, community based digital classrooms as applicable.
Course Components
Digital Self-paced Content
Content enables the learners to access interactive and engaging materials to learn at their own pace and convenience for a flexible learning experience
Expert Lectures
Multiple lectures delivered by experts from academy and industry, covering theoretical and hands-on implementation of the technology
Discussion Forum
A community to share and resolve your queries, doubts and ideas which will be responded to by the academic and industry experts
Industry Assignment
Opportunity to work on industry-related assignments and mini projects created by industry experts to gain real-time industry exposure
Periodic Formative Assessment
Three formative assessments are conducted in a continuous comprehensive evaluation pattern during the course of learning
Summative Assessment
Candidates to appear for summative assessments consisting of two parts - Test of knowledge and Test of application
Verifiable Digital Certificate
Successful candidates to receive a digital certificate, verifiable through online platforms
Internship Opportunity
Remote internship will be provided to students which will give them an exclusive opportunity to work with industry mentors on projects and document preparation
Job Visibility
Get visibility to job vacancies with leading corporate recruiters that recognise the
TCS iON NQT certification, subject to vacancies in corporates and their hiring policies
Certificate Eligibility Criteria
- Students who successfully clear the summative assessment and meet each of the following criteria will receive a 'Certificate of Achievement'.
Part B Score is greater than or equal to 50% Overall assessment score is greater than or equal to 50%, which includes the following components and weightage:
Component Weightage Part A Assessment 30% Part B Assessment 50% Periodic Formative Assessment 10% Class Participation* 10% - * Class participation to consist of the below parameters with the given weightage:
Component Weightage Attendance in Digital Lectures 5% % Consumption of Digital Content 2.5% Vibrancy Score in Community 2.5% 100% Completion of the course (which includes Digital Content, Digital Lectures, and Industry Assignments)
- Students who have not taken the summative assessment or do not meet the criteria mentioned in point (a) but have completed the course 100% (which includes the digital content, digital lectures, industry assignments and formative assessment) will receive the 'Certificate of Participation'.
- Students who have taken the summative assessment and have failed to clear it, will receive only a performance 'Scorecard'.
Students who have not taken the summative assessment or do not meet the criteria mentioned in point (a) will receive the 'Certificate of Participation'. - Students who do not meet any of the above criteria will not receive any certificate or scorecard.
Sample Certificate
Career Outlook
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The Data Analytics market size was valued at US$ 41.05 billion in 2022 and is projected to grow from US$ 51.55 billion in 2023 to US$ 279.31 billion by 2030.
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According to NASSCOM, the Indian Data Analytics industry is expected to grow at a CAGR of 30% to reach US$ 16 billion by 2025, signifying the immense potential and demand for skilled professionals in this field.
Career Outlook
Potential Job Roles
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