Offered By
TCS iON
in collaboration with

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Course Details

Course Commencement

Course Completion

Language

English

Exam Dates

Credits & LTP

Each course offers 5 credit points.

Credit
5
Lecture
3
Tutorial
1
Practical (Hands-on)
1

Recommended For:

Graduation Programme - B.E./B.Tech
Branch - Applicable across all engineering branches
Semester - 5th,  6th,  7th  and  8th

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.

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RECOMMENDED PRIOR KNOWLEDGE

  1. Mathematics and Statistics
    • Linear Algebra: Matrices and Vectors
    • Calculus: Differentiation, Partial Derivatives and Gradient
    • Statistics: Descriptive Statistics, Normal Distribution, Probability
  2. Python
    • Basic Programming
    • Data Processing using NumPy, SciPy, Matplotlib and Pandas
    • Basic usage of Scikit, Scikit-learn packages in Python
  3. Completing the course "TCS iON Industry Honour Certification - 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

Meet the Mentor(s)

Potential Career Path

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