TCS iON Industry Honour Course - Machine Learning for Real-World Application - Self-paced Course
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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 branches
Semester - From the 3rd semester to the final semester of all courses
Course Summary
Machine Learning is an application of Artificial Intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine Learning focusses on the development of computer programs that can access data and learn from it.
+ Read MoreRECOMMENDED PRIOR KNOWLEDGE
- Mathematics and Statistics
- Linear Algebra: Matrices and Vectors
- Calculus: Differentiation, Partial Derivatives and Gradient
- Statistics: Descriptive Statistics, Normal Distribution, Probability
- Python
- Basic Programming
- Data Processing using NumPy, SciPy, Matplotlib and Pandas
- Basic usage of Scikit, Scikit-learn packages in Python
- Completing the course "TCS iON Industry Honour Course - Artificial Intelligence for Real-World Application" is highly recommended.
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 Learning Resources
Courses to consist of enriching eLearning resources
Digital Lectures
Multiple digital lectures delivered by a renowned academician and an industry expert, through the entire duration of a course
Summative Assessment/
Candidates to appear for either summative assessments consisting of two parts - Test of Knowledge and Test of Application or TCS iON NQT
Academic Connect Community
Moderated by an academic expert with a focus on building conceptual clarity
Verifiable Digital Certificate
Successful candidates to receive a digital certificate, verifiable through online platforms
Industry Connect Community
Moderated by an industry expert with a focus on building industry oriented applied knowledge
Internship Opportunity
Internship opportunity for toppers in the respective courses, subject to vacancies in corporates and their hiring policies
Industry Assignment
Access to industry related mini projects to enable practical exposure for candidates
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
Potential Career Path
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